Node-level Out-of-Distribution Detection on Patents (test)
70.78AUROC (aleatoric)CredalLJ
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CredalLJ2025.12 | 70.78 | 60.06 | |
| Credal final2025.12 | 68.92 | 69.73 | |
| Mahalanobis2025.12 | 58.72 | 58.72 | |
| KNN2025.12 | 52.55 | 52.55 | |
| Classical ensemble2025.12 | 48.23 | 60.35 | |
| Credal ensemble2025.12 | 47.41 | 64.64 | |
| KNNLJ2025.12 | 46.74 | 46.74 | |
| Energy2025.12 | 43.33 | 43.33 | |
| ODIN2025.12 | 43.21 | 43.21 | |
| GNNSafe2025.12 | 27.35 | 27.35 |