Node-level Out-of-Distribution Detection on Reddit2 (test)
70.57AUROC (Aleatoric)Credal final
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Credal final2025.12 | 70.57 | 69.35 | |
| Mahalanobis2025.12 | 68.98 | 68.98 | |
| CredalLJ2025.12 | 66.35 | 67.31 | |
| KNN2025.12 | 65.63 | 65.63 | |
| GNNSafe2025.12 | 61.99 | 61.99 | |
| Credal ensemble2025.12 | 61.16 | 57.72 | |
| Classical ensemble2025.12 | 58.84 | 72.09 | |
| Energy2025.12 | 43.93 | 43.93 | |
| ODIN2025.12 | 43.09 | 43.09 | |
| KNNLJ2025.12 | 36.55 | 36.55 |