OOD Detection on PubMed (LoC)
57.2AUC-PR (Aleatoric)GPRGNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPRGNNBackbone=Res-GCN2025.05 | 57.2 | 57.3 | 95.2 | |
| GPNBackbone=Res-GCN2025.05 | 55.7 | 61.3 | 91.2 | |
| FAGCNBackbone=Res-GCN2025.05 | 55.5 | 55.6 | 94.7 | |
| SGCNBackbone=Res-GCN2025.05 | 55.1 | 54.4 | 94.6 | |
| BGCNBackbone=Res-GCN2025.05 | 54.3 | 53.1 | 94.3 | |
| FSGNNBackbone=Res-GCN2025.05 | 50.2 | 50.1 | 95.4 | |
| Ens.Backbone=Res-GCN2025.05 | 48.2 | 48.9 | 94.9 | |
| MCDBackbone=Res-GCN2025.05 | 46.4 | 47.1 | 94.9 | |
| EBMBackbone=Res-GCN2025.05 | 46.2 | 47 | 94.9 | |
| SafeBackbone=Res-GCN2025.05 | 46.2 | 47.7 | 94.9 | |
| GEBMBackbone=Res-GCN2025.05 | 46.2 | 51.9 | 94.9 | |
| JLDEBackbone=Res-GCN2025.05 | 46.2 | 47.4 | 94.9 |