Node-level Out-of-Distribution Detection on Squirrel (test)
0.7502AUROC (aleatoric)Credal final
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Credal final2025.12 | 0.7502 | 0.6585 | |
| CredalLJ2025.12 | 0.7389 | 0.7704 | |
| KNNLJ2025.12 | 0.7106 | 0.7106 | |
| Credal ensemble2025.12 | 0.5903 | 0.5366 | |
| Classical ensemble2025.12 | 0.5832 | 0.5913 | |
| Mahalanobis2025.12 | 0.5379 | 0.5379 | |
| KNN2025.12 | 0.5279 | 0.5279 | |
| ODIN2025.12 | 0.4728 | 0.4728 | |
| Energy2025.12 | 0.4447 | 0.4447 | |
| GNNSafe2025.12 | 0.3588 | 0.3588 |