O.O.D. detection on Amazon Ratings (Near-Features)
13.3AUC-PR (Aleatoric)Ens.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ens.Backbone=Res-GCN2025.05 | 13.3 | 15.7 | 48.2 | |
| GPRGNNBackbone=Res-GCN2025.05 | 12.7 | 16.8 | 50.6 | |
| FAGCNBackbone=Res-GCN2025.05 | 12.5 | 13.7 | 51.2 | |
| MCDBackbone=Res-GCN2025.05 | 12 | 13.1 | 48.2 | |
| SGCNBackbone=Res-GCN2025.05 | 11.3 | 11.2 | 47.2 | |
| EBMBackbone=Res-GCN2025.05 | 11.3 | 12 | 48.2 | |
| SafeBackbone=Res-GCN2025.05 | 11.3 | 11.8 | 48.2 | |
| GEBMBackbone=Res-GCN2025.05 | 11.3 | 9.1 | 48.2 | |
| JLDEBackbone=Res-GCN2025.05 | 11.3 | 15.3 | 48.2 | |
| GPNBackbone=Res-GCN2025.05 | 11.2 | 10.3 | 46.8 | |
| BGCNBackbone=Res-GCN2025.05 | 11.2 | 9 | 44.2 | |
| FSGNNBackbone=Res-GCN2025.05 | 8.7 | 7.8 | 49.1 |