Dataset Viewer
Auto-converted to Parquet Duplicate
index
int64
0
1.02k
prompt
stringclasses
1 value
answer
stringclasses
8 values
image
images listlengths
1
1
category
stringclasses
1 value
extra_info
stringclasses
1 value
0
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
1
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
8
ballgame
{}
2
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
3
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
4
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
6
ballgame
{}
5
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
6
ballgame
{}
6
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
7
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
8
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
9
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
5
ballgame
{}
10
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
11
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
5
ballgame
{}
12
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
13
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
14
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
15
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
16
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
17
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
18
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
19
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
20
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
6
ballgame
{}
21
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
22
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
23
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
24
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
25
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
26
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
27
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
5
ballgame
{}
28
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
29
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
30
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
31
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
7
ballgame
{}
32
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
33
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
34
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
35
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
5
ballgame
{}
36
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
7
ballgame
{}
37
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
38
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
6
ballgame
{}
39
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
7
ballgame
{}
40
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
41
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
42
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
43
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
44
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
45
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
46
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
47
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
48
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
49
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
7
ballgame
{}
50
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
8
ballgame
{}
51
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
52
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
53
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
54
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
55
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
5
ballgame
{}
56
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
57
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
58
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
59
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
5
ballgame
{}
60
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
61
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
7
ballgame
{}
62
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
63
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
7
ballgame
{}
64
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
65
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
66
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
5
ballgame
{}
67
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
7
ballgame
{}
68
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
69
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
70
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
71
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
72
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
73
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
74
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
75
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
76
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
7
ballgame
{}
77
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
78
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
79
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
80
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
5
ballgame
{}
81
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
82
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
83
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
7
ballgame
{}
84
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
5
ballgame
{}
85
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
7
ballgame
{}
86
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
5
ballgame
{}
87
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
88
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
89
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
90
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
7
ballgame
{}
91
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
6
ballgame
{}
92
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
1
ballgame
{}
93
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
94
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
95
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
2
ballgame
{}
96
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
97
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
3
ballgame
{}
98
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
7
ballgame
{}
99
In the given image: 1. There is a red ball and a green arrow; the arrow indicates the ball's initial direction of motion; 2. At the top of the image, there are several rectangular holes arranged horizontally, numbered from left to right starting at 1; 3. The black boundaries of the image represent solid walls. When the ball hits a wall, it undergoes ideal reflection; 4. The red ball is considered a point mass-its size is negligible; 5. The ball reflects according to the following rules: - The component of velocity perpendicular to the wall is reversed in direction; - The component of velocity parallel to the wall remains unchanged; - The ball moves at a constant speed in an ideal environment until it enters one of the holes. Your task is: Estimate which hole the red ball will enter first during its motion. Please reason step by step, and put your final answer within \boxed{{}}.
4
ballgame
{}
End of preview. Expand in Data Studio

VisWorld-Eval: Task Suite for Reasoning with Visual World Modeling 🌏

Project Page Paper GitHub Repo Hugging Face

πŸ“‹ Introduction

The VisWorld-Eval suite is for assessing multimodal reasoning with visual world modeling. It comprises seven tasks spanning both synthetic and real-world domains, each designed to isolate and demand specific atomic world-model capabilities.

Task Capability Domain Test Samples Source / Reference
Paper folding Simulation Synthetic 480 SpatialViz
Multi-hop manipulation Simulation Synthetic 480 ZebraCoT, CLEVR
Ball tracking Simulation Synthetic 1,024 RBench-V
Maze Simulation Synthetic 480 maze-dataset
Sokoban Simulation Synthetic 480 Game-RL
Cube 3-view projection Reconstruction Synthetic 480 SpatialViz
Real-world spatial reasoning Reconstruction Real-world 522 MMSI-Bench

βš™οΈ Load Data

Load from πŸ€— HuggingFace:

from datasets import load_dataset
ds = load_dataset("thuml/VisWorld-Eval")

πŸ§ͺ Evaluation

We evaluate different models through API servers. Set your API key and server address in evaluate.py (for the evaluated model) and task_verifiers.py (for the model judge), then run the evaluation script.

python eval/evaluate.py --task ballgame --model gemini3pro

πŸ† Leaderboard

Zero-shot evaluation of advanced VLMs on VisWorld-Eval: We report the average accuracy over five tasks (excluding Maze and Sokoban) and over all seven tasks.

Models Paper Folding Multi-Hop Manip. Ball Tracking Cube 3-View MMSI (Pos. Rel.) Maze Sokoban Overall (5 tasks) Overall (7 tasks)
Gemini 3 Flash 25.6 75.4 55.3 52.7 41.3 73.9 99.3 50.0 60.5
Gemini 3 Pro 27.0 74.5 44.7 53.3 49.6 33.5 90.2 49.8 53.2
Seed 1.8 10.6 75.2 24.4 42.5 38.8 83.9 68.3 38.3 49.1
GPT 5.1 6.4 73.9 34.8 44.5 44.8 0.6 62.8 40.8 38.2
o3 13.5 68.1 24.7 37.7 44.4 0.0 36.0 37.6 32.0
Qwen3-VL-8B-Thinking 11.0 49.3 17.8 21.2 27.7 0.0 5.8 25.4 18.9
BAGEL-7B-MoT 11.2 31.6 19.4 26.8 27.2 0.0 0.2 23.2 16.6

πŸš€ Release Progress

  • VisWorld-Eval data
  • VisWorld-Eval evaluation scripts

πŸ“œ Citation

If you find this project useful, please cite our paper as:

@article{wu2026visual,
    title={Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models}, 
    author={Jialong Wu and Xiaoying Zhang and Hongyi Yuan and Xiangcheng Zhang and Tianhao
Huang and Changjing He and Chaoyi Deng and Renrui Zhang and Youbin Wu and Mingsheng
Long},
    journal={arXiv preprint arXiv:2601.19834},
    year={2026},
}

🀝 Contact

If you have any questions, please contact wujialong0229@gmail.com.

πŸ’‘ Acknowledgement

We sincerely appreciate the following projects for their valuable codebase and task design: SpatialViz, RBench-V, maze-dataset, Game-RL, clevr-dataset-gen, MMSI-Bench.

Downloads last month
356

Paper for thuml/VisWorld-Eval