Out-of-Distribution Detection on Amazon Ratings LoC
0.149AUC-PR (Aleatoric)FSGNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FSGNNBackbone=Res-GCN2025.05 | 0.149 | 0.148 | 0.568 | |
| FAGCNBackbone=Res-GCN2025.05 | 0.145 | 0.147 | 0.581 | |
| BGCNBackbone=Res-GCN2025.05 | 0.144 | 0.126 | 0.514 | |
| GPRGNNBackbone=Res-GCN2025.05 | 0.142 | 0.14 | 0.579 | |
| Ens.Backbone=Res-GCN2025.05 | 0.137 | 0.189 | 0.56 | |
| MCDBackbone=Res-GCN2025.05 | 0.13 | 0.151 | 0.56 | |
| EBMBackbone=Res-GCN2025.05 | 0.13 | 0.132 | 0.56 | |
| SafeBackbone=Res-GCN2025.05 | 0.13 | 0.131 | 0.56 | |
| GEBMBackbone=Res-GCN2025.05 | 0.13 | 0.134 | 0.56 | |
| JLDEBackbone=Res-GCN2025.05 | 0.13 | 0.172 | 0.56 | |
| GPNBackbone=Res-GCN2025.05 | 0.129 | 0.142 | 0.542 | |
| SGCNBackbone=Res-GCN2025.05 | 0.129 | 0.125 | 0.555 |