ogbg-molpcba
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Classification | ogbg-molpcba (test) | AP32.43 | 206 | |
| Graph Classification | OGBG-MOLPCBA v1 (test) | AP27.6 | 77 | |
| Graph-level prediction | OGBG-MOLPCBA (test) | AP29.39 | 35 | |
| Graph Classification | ogbg-molpcba | AP29.3 | 18 | |
| Graph Classification | ogbg-molpcba (val) | AP32.54 | 15 | |
| Graph-level prediction | OGBG-MOLPCBA (val) | AP30.65 | 10 | |
| Binary Classification | ogbg-molpcba half (test) | AP23.89 | 8 | |
| Binary Classification | ogbg-molpcba half (val) | Average Precision24.41 | 8 | |
| Binary Classification | ogbg-molpcba full (test) | Average Precision28.02 | 8 | |
| Binary Classification | ogbg-molpcba full (val) | AP29.3 | 8 | |
| Graph property prediction | ogbg-molpcba (test) | ROC-AUC27.61 | 7 | |
| Graph property prediction | ogbg-molpcba (val) | ROC-AUC0.2893 | 7 | |
| Partial AUC Maximization | ogbg-molpcba (test) | pAUC (FPR <= 0.1)0.7374 | 5 | |
| Multi-task Deep AUC Maximization | ogbg-molpcba (test) | mAUC0.8406 | 2 |
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