Out-of-Distribution Detection on CIFAR-100 InD Average OOD Suite
8.68FPR95Medix
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedixBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 8.68 | 97.76 | |
| DRLBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 36.43 | 89.59 | |
| CIDERBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 40.69 | 88.84 | |
| KNN+Backbone=ResNet-34, Performance averaged over five runs=true2025.10 | 56.53 | 87 | |
| CONJBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 62.4 | 83.99 | |
| VOSBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 62.82 | 83.36 | |
| KNNBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 62.89 | 83.85 | |
| SSD+Backbone=ResNet-34, Performance averaged over five runs=true2025.10 | 63.74 | 86.36 | |
| ASHBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 64.23 | 82.46 | |
| ProxyAnchorBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 65.04 | 84.74 | |
| CSIBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 65.2 | 84.79 | |
| ReActBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 65.72 | 81.03 | |
| EnergyBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 71.78 | 82.07 | |
| ODINBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 78.49 | 78.85 | |
| MahalanobisBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 79.4 | 79.7 | |
| VimBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 80.07 | 74.98 | |
| MSPBackbone=ResNet-34, Performance averaged over five runs=true2025.10 | 83.31 | 75.46 |