OOD Detection on CIFAR10 Dfar
94.6AUROCNAC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NACBackbone=ResNet182024.05 | 94.6 | — | |
| VIMBackbone=ResNet182024.05 | 93.48 | 25.05 | |
| KLDBackbone=ResNet182024.05 | 93.15 | 23.58 | |
| WeiPer+KLDBackbone=ResNet182024.05 | 93.12 | 23.72 | |
| KNNBackbone=ResNet182024.05 | 92.96 | 24.27 | |
| RMDSBackbone=ResNet182024.05 | 92.2 | 25.35 | |
| WeiPer+MSPBackbone=ResNet182024.05 | 91.42 | 28.87 | |
| GENBackbone=ResNet182024.05 | 91.35 | 34.73 | |
| WeiPer+ReActBackbone=ResNet182024.05 | 91.23 | 29.5 | |
| MSPBackbone=ResNet182024.05 | 90.73 | 31.72 | |
| ReActBackbone=ResNet182024.05 | 90.42 | 44.9 | |
| ASHBackbone=ResNet182024.05 | 78.49 | 79.03 | |
| RPBackbone=ResNet182024.05 | 75.83 | 75.66 |