Out-of-Distribution Detection on CIFAR-100 (ID) vs Textures (OOD)
8.99FPR95Medix
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedixBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 8.99 | 97.92 | |
| DRLBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 31.97 | 92.09 | |
| CIDERBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 43.87 | 90.42 | |
| ASHBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 56.17 | 86.75 | |
| KNN+Backbone=ResNet-34, Performance averaged over five runs=true2025.10 | 57.15 | 88.35 | |
| VOSBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 57.57 | 87.31 | |
| CSIBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 61.61 | 86.47 | |
| MahalanobisBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 61.72 | 84.87 | |
| CONJBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 62.13 | 83.77 | |
| KNNBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 62.39 | 83.95 | |
| ReActBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 64.4 | 81.95 | |
| ProxyAnchorBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 65.64 | 84.99 | |
| SSD+Backbone=ResNet-34, Performance averaged over five runs=true2025.10 | 66.63 | 86.18 | |
| VimBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 74.56 | 76.23 | |
| EnergyBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 79.01 | 79.96 | |
| ODINBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 85.28 | 75.23 | |
| MSPBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 86.51 | 72.53 |