Out-of-Distribution Detection on Amazon Ratings Far-Features (Metrics: AUC-PR (Alea.), AUC-PR (Epi.), Acc.)
30.8AUC-PR (Alea.)EBM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EBMBackbone=Res-GCN2025.05 | 30.8 | 71.1 | 47.3 | |
| SafeBackbone=Res-GCN2025.05 | 30.8 | 16.9 | 47.3 | |
| GEBMBackbone=Res-GCN2025.05 | 30.8 | 14.3 | 47.3 | |
| JLDEBackbone=Res-GCN2025.05 | 30.8 | 89 | 47.3 | |
| Ens.Backbone=Res-GCN2025.05 | 26.3 | 9.1 | 47.3 | |
| MCDBackbone=Res-GCN2025.05 | 25.4 | 7.1 | 47.3 | |
| GPNBackbone=Res-GCN2025.05 | 10.7 | 12.7 | 47 | |
| FSGNNBackbone=Res-GCN2025.05 | 9.6 | 6.5 | 38.6 | |
| GPRGNNBackbone=Res-GCN2025.05 | 9.3 | 48.1 | 34.1 | |
| BGCNBackbone=Res-GCN2025.05 | 8.8 | 22.4 | 33.5 | |
| FAGCNBackbone=Res-GCN2025.05 | 7.9 | 7.4 | 31.7 | |
| SGCNBackbone=Res-GCN2025.05 | 7.3 | 6.8 | 33.5 |