OOD detection on CIFAR100 LT
81.93AUCAdaptOD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AdaptODbackbone=ResNet-182024.10 | 81.93 | 83.09 | 77.83 | 67.37 | 47.91 | |
| COCLDODA=true, backbone=ResNet-182024.10 | 79.81 | 81.26 | 75.93 | 70.14 | 46.41 | |
| BERLDODA=true, backbone=ResNet-182024.10 | 79.45 | 81.15 | 75.52 | 70.51 | 45.88 | |
| EnergyOEDODA=true, backbone=ResNet-182024.10 | 79.4 | 80.89 | 76.54 | 72.63 | 41.32 | |
| COCLDODA=false, backbone=ResNet-182024.10 | 78.25 | 79.37 | 73.58 | 74.09 | 46.41 | |
| BERLDODA=false, backbone=ResNet-182024.10 | 77.75 | 78.61 | 73.1 | 74.86 | 45.88 | |
| EnergyOEDODA=false, backbone=ResNet-182024.10 | 76.4 | 77.32 | 72.24 | 76.33 | 41.32 | |
| Class Priorbackbone=ResNet-182024.10 | 76.03 | 77.31 | 72.26 | 76.43 | 40.77 | |
| OEDODA=true, backbone=ResNet-182024.10 | 75.46 | 77.14 | 69.88 | 83.67 | 39.42 | |
| EATbackbone=ResNet-182024.10 | 75.45 | 76.02 | 70.87 | 77.83 | 46.23 | |
| OEDODA=false, backbone=ResNet-182024.10 | 73.52 | 75.06 | 67.27 | 86.3 | 39.42 | |
| PASCLbackbone=ResNet-182024.10 | 73.32 | 74.84 | 67.18 | 79.38 | 43.1 |