Out-of-Distribution Detection on Roman Empire (LoC)
41.4AUC-PR (Aleatoric)Ens.
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ens.Backbone=Res-GCN2025.05 | 41.4 | 40.1 | 87.6 | |
| MCDBackbone=Res-GCN2025.05 | 40.4 | 39.8 | 87.6 | |
| EBMBackbone=Res-GCN2025.05 | 36.9 | 40.8 | 87.6 | |
| SafeBackbone=Res-GCN2025.05 | 36.9 | 30.2 | 87.6 | |
| GEBMBackbone=Res-GCN2025.05 | 36.9 | 21.9 | 87.6 | |
| JLDEBackbone=Res-GCN2025.05 | 36.9 | 42.6 | 87.6 | |
| FAGCNBackbone=Res-GCN2025.05 | 35.6 | 34.7 | 83.6 | |
| FSGNNBackbone=Res-GCN2025.05 | 35.2 | 37.5 | 86.6 | |
| GPRGNNBackbone=Res-GCN2025.05 | 30.6 | 24.9 | 78.1 | |
| GPNBackbone=Res-GCN2025.05 | 26.4 | 30.5 | 48.6 | |
| SGCNBackbone=Res-GCN2025.05 | 26.1 | 22.4 | 58.3 | |
| BGCNBackbone=Res-GCN2025.05 | 23.3 | 27.3 | 53 |