Datasets:
kaistdata
/
RDB2G-Bench

Dataset card Data Studio Files
xet
 Community
3
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
36,172
graph_11010001110001000111
0.503932
0.671916
0.685415
8,833,409
10.233875
0.735159
0.731848
rel-trial
study-outcome
4
GraphSAGE
36,173
graph_11010001110001001000
0.499529
0.674034
0.682897
7,886,465
10.684954
0.804561
0.779968
rel-trial
study-outcome
4
GraphSAGE
36,174
graph_11010001110001001010
0.501187
0.672054
0.693685
8,099,841
8.265738
0.709239
0.603349
rel-trial
study-outcome
4
GraphSAGE
36,175
graph_11010001110001001011
0.505858
0.670326
0.669191
8,652,289
11.750948
0.886746
0.810752
rel-trial
study-outcome
4
GraphSAGE
36,176
graph_11010001110001001100
0.499952
0.667569
0.683847
8,091,521
9.036567
0.681469
0.685212
rel-trial
study-outcome
4
GraphSAGE
36,177
graph_11010001110001001110
0.494011
0.670379
0.69162
8,698,753
12.015573
0.860167
0.835416
rel-trial
study-outcome
4
GraphSAGE
36,178
graph_11010001110001001111
0.493803
0.670361
0.674173
8,964,993
9.516713
0.658611
0.664396
rel-trial
study-outcome
4
GraphSAGE
36,179
graph_11010001110011000000
0.51265
0.676089
0.678786
7,933,313
7.041175
0.446614
0.46501
rel-trial
study-outcome
4
GraphSAGE
36,180
graph_11010001110011000010
0.493563
0.656628
0.683781
8,182,145
8.79049
0.73638
0.631325
rel-trial
study-outcome
4
GraphSAGE
36,181
graph_11010001110011000011
0.50024
0.664527
0.681377
8,591,489
9.732446
0.685674
0.707368
rel-trial
study-outcome
4
GraphSAGE
36,182
graph_11010001110011000100
0.492959
0.670254
0.685609
8,532,225
9.24787
0.778087
0.660598
rel-trial
study-outcome
4
GraphSAGE
36,183
graph_11010001110011000110
0.495232
0.666738
0.698685
8,745,601
7.513168
0.459439
0.586832
rel-trial
study-outcome
4
GraphSAGE
36,184
graph_11010001110011000111
0.504418
0.679421
0.685688
9,298,049
12.033272
0.83261
0.814455
rel-trial
study-outcome
4
GraphSAGE
36,185
graph_11010001110011001000
0.490018
0.671014
0.686239
7,957,249
9.330027
0.699309
0.698671
rel-trial
study-outcome
4
GraphSAGE
36,186
graph_11010001110011001010
0.505127
0.671237
0.683272
8,313,729
8.617789
0.615015
0.615475
rel-trial
study-outcome
4
GraphSAGE
36,187
graph_11010001110011001011
0.502194
0.667055
0.675094
8,973,825
12.819394
0.88362
0.770652
rel-trial
study-outcome
4
GraphSAGE
36,188
graph_11010001110011001100
0.506891
0.669347
0.70328
8,663,809
11.362271
0.825279
0.802907
rel-trial
study-outcome
4
GraphSAGE
36,189
graph_11010001110011001110
0.505028
0.673725
0.691178
9,020,289
11.442177
0.793624
0.767272
rel-trial
study-outcome
4
GraphSAGE
36,190
graph_11010001110011001111
0.495303
0.674029
0.680481
9,286,529
8.848174
0.714976
0.637753
rel-trial
study-outcome
4
GraphSAGE
36,191
graph_11011000000000000000
0.491474
0.647961
0.661285
5,809,921
12.946799
1.055587
1.000648
rel-trial
study-outcome
4
GraphSAGE
36,192
graph_11011000000000000100
0.497307
0.653331
0.650724
6,052,225
10.575664
0.76424
0.653311
rel-trial
study-outcome
4
GraphSAGE
36,193
graph_11011000000000001000
0.498693
0.654676
0.657535
5,941,505
13.481002
1.039892
1.047993
rel-trial
study-outcome
4
GraphSAGE
36,194
graph_11011000000000001100
0.50629
0.660863
0.670795
6,292,225
10.475941
0.752396
0.748725
rel-trial
study-outcome
4
GraphSAGE
36,195
graph_11011000000001000000
0.503041
0.653943
0.662066
6,011,649
10.929097
0.872173
0.819083
rel-trial
study-outcome
4
GraphSAGE
36,196
graph_11011000000001000100
0.500325
0.65737
0.667956
6,359,041
11.354401
0.821499
0.781483
rel-trial
study-outcome
4
GraphSAGE
36,197
graph_11011000000001001000
0.491984
0.655435
0.660377
6,034,817
11.049748
0.828017
0.827938
rel-trial
study-outcome
4
GraphSAGE
36,198
graph_11011000000001001100
0.500458
0.653863
0.655824
6,704,129
13.102088
1.107906
0.967332
rel-trial
study-outcome
4
GraphSAGE
36,199
graph_11011000000011000000
0.499004
0.632906
0.671903
6,333,185
11.576787
0.858768
0.721408
rel-trial
study-outcome
4
GraphSAGE
36,200
graph_11011000000011000100
0.49564
0.65317
0.67002
6,788,993
10.981273
0.775394
0.762726
rel-trial
study-outcome
4
GraphSAGE
36,201
graph_11011000000011001000
0.503335
0.650048
0.666957
6,356,353
11.498035
0.835141
0.843756
rel-trial
study-outcome
4
GraphSAGE
36,202
graph_11011000000011001100
0.498926
0.652375
0.652652
7,025,665
14.043296
1.047686
0.998709
rel-trial
study-outcome
4
GraphSAGE
36,203
graph_11011000010000000000
0.500001
0.660837
0.645152
6,721,025
14.123239
1.078138
0.938864
rel-trial
study-outcome
4
GraphSAGE
36,204
graph_11011000010000000100
0.49403
0.66102
0.664796
7,071,745
12.241824
0.893399
0.853345
rel-trial
study-outcome
4
GraphSAGE
36,205
graph_11011000010000001000
0.491984
0.656012
0.640678
6,852,609
13.066487
0.963868
0.983934
rel-trial
study-outcome
4
GraphSAGE
36,206
graph_11011000010000001100
0.501454
0.655007
0.635248
7,203,329
11.272957
0.856133
0.747136
rel-trial
study-outcome
4
GraphSAGE
36,207
graph_11011000010001000000
0.496403
0.653523
0.650521
7,027,841
13.545746
1.028591
0.988361
rel-trial
study-outcome
4
GraphSAGE
36,208
graph_11011000010001000100
0.50543
0.653251
0.673162
7,270,145
11.078285
0.78754
0.770746
rel-trial
study-outcome
4
GraphSAGE
36,209
graph_11011000010001001000
0.50021
0.656811
0.66206
7,159,425
14.235241
1.112498
0.994072
rel-trial
study-outcome
4
GraphSAGE
36,210
graph_11011000010001001100
0.510626
0.660135
0.650654
7,510,145
11.113033
0.798605
0.760412
rel-trial
study-outcome
4
GraphSAGE
36,211
graph_11011000010011000000
0.498597
0.661851
0.672884
7,244,289
11.390104
0.84789
0.882024
rel-trial
study-outcome
4
GraphSAGE
36,212
graph_11011000010011000100
0.507598
0.650396
0.672757
7,591,681
11.5234
0.865873
0.852155
rel-trial
study-outcome
4
GraphSAGE
36,213
graph_11011000010011001000
0.493382
0.643159
0.67197
7,267,457
11.517934
0.84355
0.852249
rel-trial
study-outcome
4
GraphSAGE
36,214
graph_11011000010011001100
0.503112
0.642435
0.657065
7,936,769
13.715808
1.051558
0.957385
rel-trial
study-outcome
4
GraphSAGE
36,215
graph_11011000100000000000
0.49812
0.65183
0.662138
6,203,777
11.205919
0.859245
0.707977
rel-trial
study-outcome
4
GraphSAGE
36,216
graph_11011000100000000100
0.493585
0.66244
0.65304
6,764,673
13.248031
0.974391
0.953543
rel-trial
study-outcome
4
GraphSAGE
36,217
graph_11011000100000001000
0.498455
0.653336
0.664778
6,226,945
11.11222
0.867306
0.846681
rel-trial
study-outcome
4
GraphSAGE
36,218
graph_11011000100000001100
0.490319
0.648019
0.650073
6,682,753
10.043123
0.737762
0.722836
rel-trial
study-outcome
4
GraphSAGE
36,219
graph_11011000100001000000
0.50242
0.645129
0.675523
6,615,681
13.523895
1.013332
1.034097
rel-trial
study-outcome
4
GraphSAGE
36,220
graph_11011000100001000100
0.493276
0.649275
0.653318
7,071,489
13.913338
1.006927
0.989247
rel-trial
study-outcome
4
GraphSAGE
36,221
graph_11011000100001001000
0.494984
0.650932
0.671746
6,747,265
13.294801
1.006285
0.945556
rel-trial
study-outcome
4
GraphSAGE
36,222
graph_11011000100001001100
0.503244
0.648046
0.662005
7,097,985
11.258667
0.853777
0.705528
rel-trial
study-outcome
4
GraphSAGE
36,223
graph_11011000100011000000
0.50346
0.654493
0.66318
6,937,217
13.545856
1.054675
1.0244
rel-trial
study-outcome
4
GraphSAGE
36,224
graph_11011000100011000100
0.504114
0.657566
0.66209
7,179,521
10.994591
0.829331
0.798136
rel-trial
study-outcome
4
GraphSAGE
36,225
graph_11011000100011001000
0.506527
0.65942
0.656236
7,068,801
14.239004
1.079349
1.055923
rel-trial
study-outcome
4
GraphSAGE
36,226
graph_11011000100011001100
0.498675
0.638575
0.670529
7,419,521
11.018912
0.790145
0.758564
rel-trial
study-outcome
4
GraphSAGE
36,227
graph_11011000110000000000
0.506954
0.652464
0.670668
7,114,881
11.375417
0.867247
0.841822
rel-trial
study-outcome
4
GraphSAGE
36,228
graph_11011000110000000100
0.486582
0.657182
0.65178
7,462,273
11.554284
0.91925
0.84567
rel-trial
study-outcome
4
GraphSAGE
36,229
graph_11011000110000001000
0.509349
0.651844
0.663059
7,138,049
11.333415
0.846752
0.862105
rel-trial
study-outcome
4
GraphSAGE
36,230
graph_11011000110000001100
0.506285
0.660426
0.654965
7,807,361
13.395465
1.020426
1.003183
rel-trial
study-outcome
4
GraphSAGE
36,231
graph_11011000110001000000
0.496722
0.652286
0.651974
7,421,697
11.717191
0.835354
0.706678
rel-trial
study-outcome
4
GraphSAGE
36,232
graph_11011000110001000100
0.494186
0.651589
0.63417
7,877,505
11.307252
0.784857
0.758974
rel-trial
study-outcome
4
GraphSAGE
36,233
graph_11011000110001001000
0.50304
0.657021
0.653179
7,444,865
11.908724
0.952586
0.890274
rel-trial
study-outcome
4
GraphSAGE
36,234
graph_11011000110001001100
0.49725
0.652362
0.644691
8,114,177
14.307009
1.126205
1.06088
rel-trial
study-outcome
4
GraphSAGE
36,235
graph_11011000110011000000
0.498641
0.645442
0.674046
7,634,817
11.719008
0.841862
0.808728
rel-trial
study-outcome
4
GraphSAGE
36,236
graph_11011000110011000100
0.501651
0.656816
0.674313
8,199,041
12.481323
0.903291
0.903799
rel-trial
study-outcome
4
GraphSAGE
36,237
graph_11011000110011001000
0.494217
0.654533
0.654862
7,979,905
13.771101
1.050806
0.926362
rel-trial
study-outcome
4
GraphSAGE
36,238
graph_11011000110011001100
0.494819
0.646384
0.638529
8,330,625
11.85308
0.910356
0.875545
rel-trial
study-outcome
4
GraphSAGE
36,239
graph_11011001000000000000
0.504715
0.664554
0.680052
6,721,281
12.913034
0.967182
0.926893
rel-trial
study-outcome
4
GraphSAGE
36,240
graph_11011001000000000100
0.505123
0.672827
0.688254
6,926,337
10.808394
0.776798
0.762063
rel-trial
study-outcome
4
GraphSAGE
36,241
graph_11011001000000001000
0.498372
0.681231
0.687607
6,852,865
13.898803
1.148043
1.037861
rel-trial
study-outcome
4
GraphSAGE
36,242
graph_11011001000000001100
0.502607
0.669128
0.688285
7,165,569
10.690651
0.798601
0.746757
rel-trial
study-outcome
4
GraphSAGE
36,243
graph_11011001000001000000
0.500109
0.667073
0.673314
6,884,993
11.365095
0.832233
0.814723
rel-trial
study-outcome
4
GraphSAGE
36,244
graph_11011001000001000100
0.493813
0.668842
0.679628
7,233,153
11.669461
0.850905
0.858327
rel-trial
study-outcome
4
GraphSAGE
36,245
graph_11011001000001001000
0.499216
0.677621
0.663488
6,908,929
11.313316
0.851938
0.821868
rel-trial
study-outcome
4
GraphSAGE
36,246
graph_11011001000001001100
0.494916
0.675302
0.659995
7,615,489
13.553814
1.089256
0.962725
rel-trial
study-outcome
4
GraphSAGE
36,247
graph_11011001000011000000
0.495031
0.675921
0.684737
7,206,529
11.615858
0.90021
0.774134
rel-trial
study-outcome
4
GraphSAGE
36,248
graph_11011001000011000100
0.49542
0.672783
0.687691
7,805,441
13.617176
1.017654
0.976309
rel-trial
study-outcome
4
GraphSAGE
36,249
graph_11011001000011001000
0.502046
0.67549
0.684435
7,230,465
11.562063
0.887388
0.851609
rel-trial
study-outcome
4
GraphSAGE
36,250
graph_11011001000011001100
0.505518
0.669231
0.680185
7,686,273
10.519331
0.764853
0.746848
rel-trial
study-outcome
4
GraphSAGE
36,251
graph_11011001010000000000
0.499082
0.670947
0.673532
7,632,385
14.214356
1.138285
1.005948
rel-trial
study-outcome
4
GraphSAGE
36,252
graph_11011001010000000100
0.504065
0.666193
0.673078
8,088,193
14.358266
1.101253
1.0711
rel-trial
study-outcome
4
GraphSAGE
36,253
graph_11011001010000001000
0.501423
0.658589
0.669579
7,763,969
13.468528
1.023466
0.948935
rel-trial
study-outcome
4
GraphSAGE
36,254
graph_11011001010000001100
0.503007
0.677433
0.670275
8,076,673
11.586103
0.843237
0.811204
rel-trial
study-outcome
4
GraphSAGE
36,255
graph_11011001010001000000
0.49826
0.666452
0.674543
7,939,201
13.698137
0.997313
0.989352
rel-trial
study-outcome
4
GraphSAGE
36,256
graph_11011001010001000100
0.494214
0.677467
0.669688
8,144,257
11.399534
0.790822
0.811599
rel-trial
study-outcome
4
GraphSAGE
36,257
graph_11011001010001001000
0.501704
0.67851
0.674422
8,070,785
14.819544
1.139838
1.049755
rel-trial
study-outcome
4
GraphSAGE
36,258
graph_11011001010001001100
0.497066
0.683268
0.680372
8,383,489
11.272992
0.781816
0.784933
rel-trial
study-outcome
4
GraphSAGE
36,259
graph_11011001010011000000
0.50188
0.676299
0.675632
8,117,633
11.795515
0.896744
0.838166
rel-trial
study-outcome
4
GraphSAGE
36,260
graph_11011001010011000100
0.501206
0.68304
0.674531
8,465,793
12.052066
0.917184
0.874235
rel-trial
study-outcome
4
GraphSAGE
36,261
graph_11011001010011001000
0.500931
0.66777
0.683442
8,141,569
11.949701
0.983948
0.893167
rel-trial
study-outcome
4
GraphSAGE
36,262
graph_11011001010011001100
0.502299
0.670929
0.696088
8,848,129
14.147418
0.994674
0.999198
rel-trial
study-outcome
4
GraphSAGE
36,263
graph_11011001100000000000
0.502915
0.664826
0.660825
7,077,121
11.506931
0.915278
0.877062
rel-trial
study-outcome
4
GraphSAGE
36,264
graph_11011001100000000100
0.494344
0.669912
0.688636
7,532,929
11.082185
0.772177
0.782005
rel-trial
study-outcome
4
GraphSAGE
36,265
graph_11011001100000001000
0.494262
0.671317
0.670474
7,101,057
11.505294
0.827842
0.828809
rel-trial
study-outcome
4
GraphSAGE
36,266
graph_11011001100000001100
0.489012
0.678376
0.681601
7,807,617
13.846797
1.075349
1.022318
rel-trial
study-outcome
4
GraphSAGE
36,267
graph_11011001100001000000
0.494146
0.674932
0.682122
7,276,289
11.420113
0.869404
0.859106
rel-trial
study-outcome
4
GraphSAGE
36,268
graph_11011001100001000100
0.494848
0.681293
0.687056
7,839,745
12.389821
0.935052
0.887903
rel-trial
study-outcome
4
GraphSAGE
36,269
graph_11011001100001001000
0.490101
0.669696
0.672242
7,658,625
13.677918
1.040412
0.981963
rel-trial
study-outcome
4
GraphSAGE
36,270
graph_11011001100001001100
0.492511
0.662074
0.687492
7,971,329
11.599449
0.852906
0.78627
rel-trial
study-outcome
4
GraphSAGE
36,271
graph_11011001100011000000
0.501985
0.672591
0.675499
7,848,577
14.15748
1.093478
0.980172
rel-trial
study-outcome
4
GraphSAGE