OOD Detection on CIFAR-100 (IND) vs Average of SVHN, Places365, LSUN, iSUN, Textures (OOD)
25.73FPR@95EIHF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EIHFBackbone=ResNet-342026.05 | 25.73 | 93.42 | |
| DPLBackbone=ResNet-342026.05 | 32.9 | 91.64 | |
| PALMBackbone=ResNet-342026.05 | 33.41 | 92.47 | |
| DRLBackbone=ResNet-342026.05 | 35.66 | 90.13 | |
| CIDERBackbone=ResNet-342026.05 | 46.89 | 87.66 | |
| KNN+Backbone=ResNet-342026.05 | 60.22 | 86.14 | |
| ASHBackbone=ResNet-342026.05 | 62.5 | 83.53 | |
| VOSBackbone=ResNet-342026.05 | 64.18 | 83.95 | |
| ReActBackbone=ResNet-342026.05 | 68.94 | 80.82 | |
| EnergyBackbone=ResNet-342026.05 | 70.72 | 82.55 | |
| ODINBackbone=ResNet-342026.05 | 78.7 | 78.91 | |
| SSD+Backbone=ResNet-342026.05 | 80.15 | 79.53 | |
| VimBackbone=ResNet-342026.05 | 81.13 | 74.62 | |
| MSPBackbone=ResNet-342026.05 | 83.97 | 75.27 |