OOD Detection on CIFAR10-LT (test)
94.69AUCAdaptOD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AdaptODbackbone=ResNet-182024.10 | 94.69 | 93.89 | 94.12 | 27.26 | 82.27 | |
| COCLDODA=true, backbone=ResNet-182024.10 | 93.89 | 93.06 | 93.39 | 29.25 | 81.56 | |
| BERLDODA=true, backbone=ResNet-182024.10 | 93.77 | 92.62 | 93.15 | 29.41 | 81.37 | |
| EnergyOEDODA=true, backbone=ResNet-182024.10 | 93.36 | 92.17 | 92.97 | 30.82 | 74.57 | |
| COCLDODA=false, backbone=ResNet-182024.10 | 93.28 | 92.24 | 92.89 | 30.88 | 81.56 | |
| EATbackbone=ResNet-182024.10 | 92.87 | 91.76 | 92.4 | 32.42 | 81.31 | |
| BERLDODA=false, backbone=ResNet-182024.10 | 92.56 | 91.41 | 91.94 | 32.83 | 81.37 | |
| Class Priorbackbone=ResNet-182024.10 | 92.08 | 91.17 | 90.86 | 34.42 | 74.33 | |
| EnergyOEDODA=false, backbone=ResNet-182024.10 | 91.92 | 91.03 | 91.97 | 33.8 | 74.57 | |
| OEDODA=true, backbone=ResNet-182024.10 | 91.62 | 90.55 | 89.39 | 40.02 | 73.59 | |
| PASCLbackbone=ResNet-182024.10 | 90.99 | 90.56 | 89.24 | 42.9 | 77.08 | |
| OEDODA=false, backbone=ResNet-182024.10 | 89.76 | 89.45 | 87.22 | 53.19 | 73.59 |