idx
int64 0
36.9k
| graph
stringlengths 16
26
| train_metric
float64 0
6.24
| valid_metric
float64 0
3.87
| test_metric
float64 0
4.42
| params
int64 624k
18.6M
| train_time
float64 0.15
64.1
| valid_time
float64 0.01
14.1
| test_time
float64 0.01
26.4
| dataset
stringclasses 5
values | task
stringclasses 12
values | seed
int64 0
14
| gnn
stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
36,772
|
graph_11110000110000000010
| 0.502404
| 0.650963
| 0.659112
| 7,225,473
| 10.927313
| 0.771954
| 0.676242
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,773
|
graph_11110000110000000011
| 0.499184
| 0.650141
| 0.676625
| 7,634,817
| 11.488697
| 0.830183
| 0.804401
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,774
|
graph_11110000110000000100
| 0.490348
| 0.657343
| 0.666031
| 7,538,305
| 13.190757
| 0.958075
| 1.004029
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,775
|
graph_11110000110000000110
| 0.494493
| 0.651191
| 0.664469
| 7,789,697
| 11.551557
| 0.803678
| 0.770715
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,776
|
graph_11110000110000000111
| 0.495487
| 0.653005
| 0.665171
| 8,199,041
| 10.479794
| 0.724226
| 0.704545
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,777
|
graph_11110000110000001000
| 0.496992
| 0.654408
| 0.657628
| 7,000,577
| 11.247933
| 0.80507
| 0.84473
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,778
|
graph_11110000110000001010
| 0.494929
| 0.656936
| 0.679101
| 7,570,561
| 12.541825
| 0.913431
| 0.892533
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,779
|
graph_11110000110000001011
| 0.497406
| 0.657258
| 0.66933
| 7,766,401
| 10.59157
| 0.734624
| 0.707292
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,780
|
graph_11110000110000001100
| 0.499667
| 0.652241
| 0.65761
| 7,564,801
| 11.230664
| 0.80192
| 0.734857
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,781
|
graph_11110000110000001110
| 0.502017
| 0.663553
| 0.672587
| 7,921,281
| 11.202994
| 0.744434
| 0.757502
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,782
|
graph_11110000110000001111
| 0.505209
| 0.660006
| 0.668731
| 8,330,625
| 11.472088
| 0.840327
| 0.794223
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,783
|
graph_11110001000000000000
| 0.493437
| 0.669593
| 0.687582
| 6,583,809
| 12.639779
| 0.919023
| 0.940392
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,784
|
graph_11110001000000000010
| 0.49436
| 0.665514
| 0.677769
| 6,689,537
| 9.759467
| 0.72397
| 0.703867
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,785
|
graph_11110001000000000011
| 0.49175
| 0.671938
| 0.680566
| 7,349,633
| 13.105256
| 0.941674
| 0.944332
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,786
|
graph_11110001000000000100
| 0.508415
| 0.663696
| 0.672678
| 6,896,513
| 9.583785
| 0.683984
| 0.68014
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,787
|
graph_11110001000000000110
| 0.500936
| 0.658031
| 0.698122
| 7,252,993
| 7.95863
| 0.625758
| 0.634918
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,788
|
graph_11110001000000000111
| 0.506311
| 0.665492
| 0.678235
| 7,554,689
| 11.196106
| 0.813885
| 0.798591
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,789
|
graph_11110001000000001000
| 0.502657
| 0.670611
| 0.700574
| 6,464,641
| 10.870968
| 0.781077
| 0.754752
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,790
|
graph_11110001000000001010
| 0.500334
| 0.66236
| 0.690621
| 6,821,121
| 10.677125
| 0.749267
| 0.756984
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,791
|
graph_11110001000000001011
| 0.504306
| 0.67629
| 0.684568
| 7,338,113
| 11.151627
| 0.859872
| 0.766392
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,792
|
graph_11110001000000001100
| 0.498871
| 0.676026
| 0.684035
| 7,171,201
| 12.214315
| 0.862417
| 0.851871
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,793
|
graph_11110001000000001110
| 0.500077
| 0.675316
| 0.695531
| 7,276,929
| 11.181118
| 0.787875
| 0.774369
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,794
|
graph_11110001000000001111
| 0.494753
| 0.679551
| 0.698225
| 7,686,273
| 10.085954
| 0.684661
| 0.686379
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,795
|
graph_11110001010000000000
| 0.487051
| 0.676057
| 0.670287
| 7,494,913
| 11.703464
| 0.822157
| 0.829215
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,796
|
graph_11110001010000000010
| 0.507615
| 0.673462
| 0.669633
| 7,851,393
| 13.391106
| 0.928184
| 0.938205
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,797
|
graph_11110001010000000011
| 0.505655
| 0.67155
| 0.681317
| 8,260,737
| 14.16672
| 1.017238
| 0.995392
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,798
|
graph_11110001010000000100
| 0.504822
| 0.676022
| 0.696076
| 7,807,617
| 11.030242
| 0.787382
| 0.707764
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,799
|
graph_11110001010000000110
| 0.506735
| 0.687226
| 0.695701
| 8,056,449
| 11.72989
| 0.826088
| 0.858592
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,800
|
graph_11110001010000000111
| 0.499871
| 0.670339
| 0.690797
| 8,465,793
| 10.665564
| 0.728912
| 0.722746
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,801
|
graph_11110001010000001000
| 0.505157
| 0.656195
| 0.677267
| 7,483,393
| 10.556867
| 0.728494
| 0.740081
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,802
|
graph_11110001010000001010
| 0.496178
| 0.673779
| 0.68981
| 7,839,873
| 10.021889
| 0.670979
| 0.676775
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,803
|
graph_11110001010000001011
| 0.503676
| 0.678318
| 0.695519
| 8,249,217
| 11.241332
| 0.786286
| 0.737126
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,804
|
graph_11110001010000001100
| 0.500847
| 0.664393
| 0.69449
| 7,831,553
| 11.011678
| 0.83358
| 0.685028
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,805
|
graph_11110001010000001110
| 0.496601
| 0.676424
| 0.696197
| 8,188,033
| 11.605416
| 0.794333
| 0.786877
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,806
|
graph_11110001010000001111
| 0.505866
| 0.665724
| 0.689211
| 8,848,129
| 13.965369
| 1.019892
| 0.941681
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,807
|
graph_11110001100000000000
| 0.496704
| 0.676218
| 0.693436
| 6,939,649
| 10.898531
| 0.801518
| 0.751067
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,808
|
graph_11110001100000000010
| 0.504829
| 0.671594
| 0.673084
| 7,296,129
| 10.026891
| 0.693175
| 0.688702
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,809
|
graph_11110001100000000011
| 0.499076
| 0.664482
| 0.689502
| 7,597,825
| 11.321086
| 0.776288
| 0.794208
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,810
|
graph_11110001100000000100
| 0.495547
| 0.675695
| 0.707766
| 7,538,561
| 12.360832
| 0.935799
| 0.896493
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,811
|
graph_11110001100000000110
| 0.50088
| 0.673252
| 0.684901
| 7,644,289
| 10.622597
| 0.782319
| 0.766072
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,812
|
graph_11110001100000000111
| 0.496778
| 0.675061
| 0.70121
| 8,161,281
| 11.735374
| 0.833869
| 0.790115
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,813
|
graph_11110001100000001000
| 0.501339
| 0.67629
| 0.698727
| 7,071,233
| 10.789615
| 0.760937
| 0.75449
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,814
|
graph_11110001100000001010
| 0.497451
| 0.670138
| 0.677067
| 7,427,713
| 10.904979
| 0.783226
| 0.672449
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,815
|
graph_11110001100000001011
| 0.50837
| 0.667042
| 0.689096
| 7,980,161
| 13.374281
| 0.972135
| 0.989117
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,816
|
graph_11110001100000001100
| 0.502327
| 0.673489
| 0.693606
| 7,419,393
| 9.905657
| 0.716432
| 0.711878
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,817
|
graph_11110001100000001110
| 0.491881
| 0.671313
| 0.667224
| 8,026,625
| 13.089531
| 0.88559
| 0.870056
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,818
|
graph_11110001100000001111
| 0.506465
| 0.665956
| 0.670571
| 8,292,865
| 10.209163
| 0.701422
| 0.689988
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,819
|
graph_11110001110000000000
| 0.499763
| 0.667819
| 0.676292
| 7,850,753
| 8.02272
| 0.653532
| 0.693934
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,820
|
graph_11110001110000000010
| 0.497064
| 0.670491
| 0.685627
| 8,099,585
| 11.241608
| 0.791996
| 0.7852
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,821
|
graph_11110001110000000011
| 0.509395
| 0.6723
| 0.704606
| 8,508,929
| 11.613688
| 0.834536
| 0.817465
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,822
|
graph_11110001110000000100
| 0.50199
| 0.674574
| 0.70572
| 8,198,913
| 11.280383
| 0.838083
| 0.820772
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,823
|
graph_11110001110000000110
| 0.497559
| 0.667524
| 0.68527
| 8,663,041
| 11.797585
| 0.819878
| 0.832909
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,824
|
graph_11110001110000000111
| 0.498137
| 0.665773
| 0.692801
| 9,215,489
| 12.933016
| 0.904419
| 0.888925
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,825
|
graph_11110001110000001000
| 0.496082
| 0.674034
| 0.694883
| 7,874,689
| 11.19921
| 0.789034
| 0.816978
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,826
|
graph_11110001110000001010
| 0.498585
| 0.67356
| 0.688478
| 8,231,169
| 10.065857
| 0.702607
| 0.688258
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,827
|
graph_11110001110000001011
| 0.50658
| 0.66895
| 0.66924
| 8,891,265
| 12.621351
| 0.846221
| 0.852298
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,828
|
graph_11110001110000001100
| 0.498527
| 0.669606
| 0.691826
| 8,581,249
| 13.351858
| 0.966707
| 1.050762
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,829
|
graph_11110001110000001110
| 0.513303
| 0.673891
| 0.696863
| 8,937,729
| 14.252035
| 0.971736
| 0.981584
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,830
|
graph_11110001110000001111
| 0.497522
| 0.677112
| 0.666661
| 9,203,969
| 11.681515
| 0.800834
| 0.790128
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,831
|
graph_11111000000000000000
| 0.508043
| 0.642734
| 0.671159
| 6,142,209
| 13.23414
| 0.986683
| 0.921065
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,832
|
graph_11111000000000000100
| 0.507878
| 0.652795
| 0.675941
| 6,598,017
| 11.794749
| 0.846556
| 0.713298
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,833
|
graph_11111000000000001000
| 0.50114
| 0.648917
| 0.653294
| 6,382,209
| 12.482909
| 0.870039
| 0.853974
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,834
|
graph_11111000000000001100
| 0.503938
| 0.640501
| 0.674107
| 6,838,017
| 11.637621
| 0.841989
| 0.802665
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,835
|
graph_11111000010000000000
| 0.491546
| 0.660341
| 0.660922
| 7,161,729
| 13.169297
| 0.90096
| 0.892315
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,836
|
graph_11111000010000000100
| 0.505593
| 0.652223
| 0.661261
| 7,509,121
| 13.405422
| 0.948549
| 0.90823
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,837
|
graph_11111000010000001000
| 0.498706
| 0.649833
| 0.661249
| 7,184,897
| 13.599582
| 0.942044
| 0.951288
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,838
|
graph_11111000010000001100
| 0.493977
| 0.654689
| 0.637693
| 7,854,209
| 16.111926
| 1.103272
| 1.078675
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,839
|
graph_11111000100000000000
| 0.498882
| 0.648488
| 0.66008
| 6,749,569
| 13.413621
| 0.986347
| 0.932918
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,840
|
graph_11111000100000000100
| 0.497925
| 0.657414
| 0.658803
| 7,205,377
| 12.009991
| 0.860762
| 0.836446
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,841
|
graph_11111000100000001000
| 0.510882
| 0.654176
| 0.679682
| 6,772,737
| 13.203117
| 0.940486
| 0.940783
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,842
|
graph_11111000100000001100
| 0.494974
| 0.659148
| 0.66568
| 7,442,049
| 15.131395
| 1.079857
| 1.035877
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,843
|
graph_11111000110000000000
| 0.492131
| 0.651647
| 0.666824
| 7,552,257
| 12.882019
| 0.905758
| 0.874058
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,844
|
graph_11111000110000000100
| 0.497393
| 0.663423
| 0.67194
| 8,116,481
| 13.583052
| 0.953394
| 0.921683
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,845
|
graph_11111000110000001000
| 0.488571
| 0.657196
| 0.662102
| 7,792,257
| 13.138117
| 0.952638
| 0.883498
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,846
|
graph_11111000110000001100
| 0.495922
| 0.660184
| 0.673338
| 8,248,065
| 13.533094
| 0.97571
| 0.904802
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,847
|
graph_11111001000000000000
| 0.502021
| 0.672273
| 0.692613
| 7,267,073
| 15.861391
| 1.114302
| 1.087396
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,848
|
graph_11111001000000000100
| 0.506714
| 0.667453
| 0.677551
| 7,472,129
| 12.192487
| 0.85306
| 0.823797
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,849
|
graph_11111001000000001000
| 0.495996
| 0.66597
| 0.680306
| 7,398,657
| 15.520379
| 1.134086
| 1.106693
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,850
|
graph_11111001000000001100
| 0.501263
| 0.666211
| 0.679567
| 7,711,361
| 11.533421
| 0.793808
| 0.77797
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,851
|
graph_11111001010000000000
| 0.49661
| 0.672202
| 0.685785
| 8,035,073
| 12.930715
| 0.951644
| 0.906656
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,852
|
graph_11111001010000000100
| 0.496079
| 0.667024
| 0.68659
| 8,383,233
| 13.119169
| 0.902268
| 0.884024
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,853
|
graph_11111001010000001000
| 0.504732
| 0.662624
| 0.698352
| 8,059,009
| 13.592389
| 0.945554
| 0.897143
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,854
|
graph_11111001010000001100
| 0.496489
| 0.671326
| 0.690143
| 8,514,817
| 13.903725
| 1.005378
| 0.989793
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,855
|
graph_11111001100000000000
| 0.508839
| 0.666211
| 0.678145
| 7,622,913
| 13.515252
| 0.954515
| 0.917507
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,856
|
graph_11111001100000000100
| 0.496581
| 0.670187
| 0.693025
| 8,221,825
| 15.06941
| 1.08281
| 1.049957
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,857
|
graph_11111001100000001000
| 0.502471
| 0.663687
| 0.684138
| 7,646,849
| 13.529908
| 0.957949
| 0.929918
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,858
|
graph_11111001100000001100
| 0.50627
| 0.674521
| 0.673023
| 8,102,657
| 12.134968
| 0.876233
| 0.84644
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,859
|
graph_11111001110000000000
| 0.493672
| 0.673984
| 0.686971
| 8,677,121
| 14.907666
| 0.996128
| 0.988142
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,860
|
graph_11111001110000000100
| 0.49629
| 0.67083
| 0.684162
| 9,132,929
| 16.659348
| 1.159595
| 1.137097
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,861
|
graph_11111001110000001000
| 0.500717
| 0.678881
| 0.700495
| 8,808,705
| 16.734404
| 1.144981
| 1.117992
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
36,862
|
graph_11111001110000001100
| 0.500432
| 0.688343
| 0.68731
| 9,121,409
| 13.661824
| 0.924203
| 0.90911
|
rel-trial
|
study-outcome
| 4
|
GraphSAGE
|
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