Out-of-Distribution Detection on Roman Empire Near-Features (AUC-PR)
41.9AUC-PR (Aleatoric)GPRGNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPRGNNBackbone=Res-GCN2025.05 | 41.9 | 43.9 | 64.8 | |
| Ens.Backbone=Res-GCN2025.05 | 27.6 | 24.7 | 72.3 | |
| FAGCNBackbone=Res-GCN2025.05 | 26.6 | 46.8 | 68 | |
| MCDBackbone=Res-GCN2025.05 | 23.2 | 16.9 | 72.3 | |
| EBMBackbone=Res-GCN2025.05 | 21.8 | 35.6 | 72.3 | |
| SafeBackbone=Res-GCN2025.05 | 21.8 | 22.6 | 72.3 | |
| GEBMBackbone=Res-GCN2025.05 | 21.8 | 17.1 | 72.3 | |
| JLDEBackbone=Res-GCN2025.05 | 21.8 | 63.9 | 72.3 | |
| FSGNNBackbone=Res-GCN2025.05 | 17.9 | 25.7 | 71.6 | |
| BGCNBackbone=Res-GCN2025.05 | 14.3 | 8.8 | 42.4 | |
| GPNBackbone=Res-GCN2025.05 | 13.1 | 17.6 | 38.1 | |
| SGCNBackbone=Res-GCN2025.05 | 12.1 | 11.9 | 45.5 |