| graph-classification-on-cifar10-100k | GPS | #11 | Accuracy (%): 72.298 |
| graph-classification-on-enzymes | GraphGPS | #2 | Accuracy: 78.667±4.625 |
| graph-classification-on-imdb-b | GraphGPS | #9 | Accuracy: 79.250±3.096 |
| graph-classification-on-malnet-tiny | GPS | #4 | Accuracy: 93.36 ± 0.6 |
| graph-classification-on-mnist | GPS | #11 | Accuracy: 98.05 |
| graph-classification-on-nci1 | GraphGPS | #11 | Accuracy: 85.110±1.423 |
| graph-classification-on-nci109 | GraphGPS | #17 | Accuracy: 81.256±0.501 |
| graph-classification-on-peptides-func | GPS | #29 | AP: 0.6535±0.0041 |
| graph-classification-on-proteins | GraphGPS | #29 | Accuracy: 77.143±1.494 |
| graph-property-prediction-on-ogbg-code2 | GPS | #5 | Test F1 score: 0.1894Ext. data: NoValidation F1 score: 0.1739 ± 0.001… |
| graph-property-prediction-on-ogbg-molhiv | GPS | #21 | Test ROC-AUC: 0.7880Ext. data: NoValidation ROC-AUC: 0.8255 ± 0.0092… |
| graph-property-prediction-on-ogbg-molpcba | GPS | #15 | Test AP: 0.2907Ext. data: NoValidation AP: 0.3015 ± 0.0038… |
| graph-property-prediction-on-ogbg-ppa | GPS | #4 | Ext. data: NoTest Accuracy: 0.8015… |
| graph-regression-on-lipophilicity | GraphGPS | #8 | RMSE: 0.579±0.006R2: 0.790±0.004 |
| graph-regression-on-pcqm4mv2-lsc | GPS | #9 | Validation MAE: 0.0852Test MAE: 0.0862 |
| graph-regression-on-peptides-struct | GPS | #21 | MAE: 0.2500±0.0005 |
| graph-regression-on-zinc | GPS | #9 | MAE: 0.070 ± 0.002 |
| graph-regression-on-zinc | GINE | #10 | MAE: 0.070 ± 0.004 |
| graph-regression-on-zinc-500k | GPS | #11 | MAE: 0.070 |
| graph-regression-on-zinc-full | GraphGPS | #8 | Test MAE: 0.024±0.007 |
| link-prediction-on-pcqm-contact | GPS | #16 | MRR: 0.3337±0.0006 |
| molecular-property-prediction-on-esol | GraphGPS | #9 | RMSE: 0.613±0.010R2: 0.911±0.003 |
| molecular-property-prediction-on-freesolv | GraphGPS | #12 | RMSE: 1.462±0.188R2: 0.861±0.037 |
| node-classification-on-cluster | GPS | #9 | Accuracy: 77.95 |
| node-classification-on-coco-sp | GPS | #7 | macro F1: 0.3412±0.0044 |
| node-classification-on-pascalvoc-sp-1 | GPS | #8 | macro F1: 0.3748±0.0109 |
| node-classification-on-pattern | GPS | #8 | Accuracy: 86.685 |