OOD Detection on CIFAR-100 (ID) vs Textures (OOD)
26.82FPR95DPL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DPLBackbone=ResNet-342026.05 | 26.82 | 93.05 | |
| DRLBackbone=ResNet-342026.05 | 31.97 | 92.09 | |
| EIHFBackbone=ResNet-342026.05 | 38.78 | 90.38 | |
| CIDERBackbone=ResNet-342026.05 | 43.87 | 90.42 | |
| PALMBackbone=ResNet-342026.05 | 44.06 | 91.43 | |
| ASHBackbone=ResNet-342026.05 | 56.17 | 86.75 | |
| KNN+Backbone=ResNet-342026.05 | 57.15 | 88.35 | |
| VOSBackbone=ResNet-342026.05 | 57.57 | 87.31 | |
| SSD+Backbone=ResNet-342026.05 | 61.72 | 84.87 | |
| ReActBackbone=ResNet-342026.05 | 64.4 | 81.95 | |
| VimBackbone=ResNet-342026.05 | 74.56 | 76.23 | |
| EnergyBackbone=ResNet-342026.05 | 79.01 | 79.96 | |
| ODINBackbone=ResNet-342026.05 | 85.28 | 75.23 | |
| MSPBackbone=ResNet-342026.05 | 86.51 | 72.53 |