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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