O.O.D. detection on Chameleon (LoC)
45.3AUC-PR (Aleatoric)GPRGNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPRGNNBackbone=Res-GCN2025.05 | 45.3 | 41.8 | 36.8 | |
| SGCNBackbone=Res-GCN2025.05 | 42.1 | 53.4 | 43.3 | |
| GPNBackbone=Res-GCN2025.05 | 41.5 | 64.4 | 39.6 | |
| BGCNBackbone=Res-GCN2025.05 | 39.9 | 34.3 | 40.5 | |
| FAGCNBackbone=Res-GCN2025.05 | 38.8 | 39.7 | 43.2 | |
| MCDBackbone=Res-GCN2025.05 | 35.8 | 37.8 | 47.8 | |
| EBMBackbone=Res-GCN2025.05 | 35.8 | 36.1 | 47.8 | |
| SafeBackbone=Res-GCN2025.05 | 35.8 | 36.1 | 47.8 | |
| GEBMBackbone=Res-GCN2025.05 | 35.8 | 59.3 | 47.8 | |
| JLDEBackbone=Res-GCN2025.05 | 35.8 | 50.6 | 47.8 | |
| Ens.Backbone=Res-GCN2025.05 | 35.6 | 43.8 | 47.8 | |
| FSGNNBackbone=Res-GCN2025.05 | 34.2 | 44.9 | 43.9 |