OOD Detection on CIFAR100 Dnear
81.37AUROCWeiPer+KLD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WeiPer+KLDBackbone=ResNet182024.05 | 81.37 | 54.34 | |
| WeiPer+MSPBackbone=ResNet182024.05 | 81.32 | 54.49 | |
| GENBackbone=ResNet182024.05 | 81.31 | 54.42 | |
| WeiPer+ReActBackbone=ResNet182024.05 | 81.2 | 55.03 | |
| ReActBackbone=ResNet182024.05 | 80.77 | 56.39 | |
| MSPBackbone=ResNet182024.05 | 80.27 | 54.8 | |
| KNNBackbone=ResNet182024.05 | 80.18 | 61.22 | |
| RMDSBackbone=ResNet182024.05 | 80.15 | 55.46 | |
| ASHBackbone=ResNet182024.05 | 78.2 | 65.71 | |
| KLDBackbone=ResNet182024.05 | 76.68 | 66.41 | |
| VIMBackbone=ResNet182024.05 | 74.98 | 62.63 | |
| RPBackbone=ResNet182024.05 | 70.68 | 73.98 |