Out-of-Distribution Detection on ImageNet dogs vs. non-dogs
93.1AUROCFSSD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FSSDArchitecture=ResNet342020.11 | 93.1 | 92.5 | 10.2 | |
| OEArchitecture=ResNet342020.11 | 92.5 | 92.6 | 7.9 | |
| ODINArchitecture=ResNet342020.11 | 90.8 | 88.6 | 15.2 | |
| DEArchitecture=ResNet342020.11 | 89 | 89 | 18.8 | |
| BaseArchitecture=ResNet342020.11 | 88.5 | 86.1 | 19.5 | |
| MahaArchitecture=ResNet342020.11 | 83.3 | 83 | 30.1 | |
| MCDArchitecture=ResNet342020.11 | 67.2 | 66.9 | 59.2 |