Out-of-Distribution Detection on CIFAR-100 In-Dist FarOOD Aggregate
0.8865AUROCAggBBAS-EC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AggBBAS-ECArchitecture=ResNet2026.03 | 0.8865 | — | 42.19 | |
| BBAS-ECArchitecture=ResNet2026.03 | 0.8803 | — | 41.42 | |
| AggBBAS-EDArchitecture=ResNet2026.03 | 0.8755 | — | 43.45 | |
| BBAS-EDArchitecture=ResNet2026.03 | 0.8726 | — | 42.45 | |
| COMBOODBackbone=ResNet182026.02 | 0.8586 | 0.7492 | — | |
| RMDSArchitecture=ResNet2026.03 | 0.8292 | — | 52.81 | |
| KNNBackbone=ResNet182026.02 | 0.824 | 0.8894 | — | |
| KNNArchitecture=ResNet2026.03 | 0.824 | — | 53.65 | |
| VIMArchitecture=ResNet2026.03 | 0.817 | — | 50.74 | |
| SCALEArchitecture=ResNet2026.03 | 0.8142 | — | — | |
| ASHArchitecture=ResNet2026.03 | 0.8058 | — | 59.2 | |
| GENArchitecture=ResNet2026.03 | 0.7968 | — | 56.71 | |
| Reg. MahalanobisBackbone=ResNet182026.02 | 0.7947 | 0.6103 | — | |
| ODINArchitecture=ResNet2026.03 | 0.7928 | — | 58.86 | |
| ODINBackbone=ResNet182026.02 | 0.785 | 0.6547 | — | |
| MSPArchitecture=ResNet2026.03 | 0.7776 | — | 58.7 | |
| SHEArchitecture=ResNet2026.03 | 0.7692 | — | 64.12 | |
| MDSBackbone=ResNet182026.02 | 0.727 | 0.5765 | — | |
| GramBackbone=ResNet182026.02 | 0.7014 | 0.546 | — | |
| MDSArchitecture=ResNet2026.03 | 0.6939 | — | 72.26 | |
| MDSEnsArchitecture=ResNet2026.03 | 0.66 | — | 66.74 |