| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Tox21 | LEAP | ROC-AUC0.8489 | 101 | 4d ago | |
| ClinTox | <SOGk> | ROC-AUC94.3 | 94 | 4d ago | |
| BACE | <SOGk> | ROC AUC98.4 | 93 | 4d ago | |
| ToxCast | S-CGIB | ROC-AUC0.7095 | 87 | 4d ago | |
| MUV | SUPTsoft | ROC-AUC0.8426 | 87 | 4d ago | |
| SIDER | LEAP | ROC AUC70.12 | 87 | 4d ago | |
| BBBP | S-CGIB | ROC-AUC88.75 | 87 | 4d ago | |
| ogbg-molhiv (test) | PAS-LLMCORR | ROC-AUC84.9 | 61 | 4d ago | |
| OGBG-CODE2 (test) | SAT++ (Magnetic Laplacian) | F122.22 | 57 | 4d ago | |
| PCQM4M-LSC (val) | EGT-Medium (18 layers) | MAE0.1224 | 48 | 4d ago | |
| ogbg-ppa (test) | GatedGCN+ | Accuracy82.58 | 27 | 4d ago | |
| OGBG-CODE2 (val) | DAG+SAT | F1 Score18.5 | 25 | 4d ago | |
| PCQM4M-LSC (train) | Graphormer | MAE0.0582 | 16 | 4d ago | |
| ZINC v1 (test) | SSWL+ | MAE0.07 | 15 | 4d ago | |
| PPI | SpecMatch-CL | ROC AUC71.75 | 15 | 4d ago | |
| OGB-G molhiv | ESAN | AUROC0.83 | 14 | 4d ago | |
| OGB-G molpcba | GCN | AP23 | 12 | 4d ago | |
| ogbg-code (test) | GCN-Virtual + FLAG | F1 Score33.16 | 8 | 4d ago | |
| OGBG-CODE2 1.0 (test) | k-subtree SAT | F1 Score19.37 | 7 | 4d ago | |
| ogb-molppa (test) | Accuracy77.52 | 7 | 4d ago | ||
| ogb-molppa (val) | Accuracy74.84 | 7 | 4d ago | ||
| ogbg-molpcba (test) | GraphTrans | ROC-AUC27.61 | 7 | 4d ago | |
| ogbg-molpcba (val) | GraphTrans | ROC-AUC0.2893 | 7 | 4d ago | |
| HIV | AD-GCL-FIX | ROC-AUC78.28 | 7 | 4d ago | |
| RoofNet | RoofGAN | Time/Epoch (s)318 | 1 | 4d ago |
