CoraML
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Out-of-Distribution Detection | CoraML | Rank1 | 24 | |
| Node classification | CoraML | Accuracy81.83 | 21 | |
| O.O.D. detection | CoraML (LoC) | AUC-PR (Aleatoric)82.1 | 12 | |
| Graph Calibration | CoraML | ECE0.018 | 5 | |
| Node Classification | CoraML (test) | Coverage90.1 | 4 | |
| Out-of-Distribution Detection | CoraML (Far-Features) | AUC-ROC (Aleatoric)85 | 2 | |
| Out-of-Distribution Detection | CoraML (Local Class (LoC)) | AUC-ROC (Aleatoric)86.3 | 2 |
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