O.O.D. detection on CoraML (LoC)
82.1AUC-PR (Aleatoric)SGCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SGCNBackbone=Res-GCN2025.05 | 82.1 | 84.5 | 89.4 | |
| BGCNBackbone=Res-GCN2025.05 | 80.4 | 65.7 | 88.3 | |
| FAGCNBackbone=Res-GCN2025.05 | 79.9 | 82.1 | 88.9 | |
| GPRGNNBackbone=Res-GCN2025.05 | 79.4 | 82.9 | 90.2 | |
| GPNBackbone=Res-GCN2025.05 | 75.5 | 75.6 | 88.9 | |
| FSGNNBackbone=Res-GCN2025.05 | 75.2 | 74.9 | 87.5 | |
| Ens.Backbone=Res-GCN2025.05 | 74.8 | 76.1 | 88.3 | |
| MCDBackbone=Res-GCN2025.05 | 72.3 | 70.1 | 88.3 | |
| EBMBackbone=Res-GCN2025.05 | 69.4 | 70.5 | 88.3 | |
| SafeBackbone=Res-GCN2025.05 | 69.4 | 75.9 | 88.3 | |
| GEBMBackbone=Res-GCN2025.05 | 69.4 | 75.7 | 88.3 | |
| JLDEBackbone=Res-GCN2025.05 | 69.4 | 72.6 | 88.3 |