Out-of-Distribution Detection on Near OOD datasets (Dnear) (test)
98.8SrelWeiPer+KLD
Evaluation Results
| Method | Links | |
|---|---|---|
| WeiPer+KLDtype=post-hoc2024.05 | 98.8 | |
| RMDStype=post-hoc2024.05 | 98.4 | |
| WeiPer+MSPtype=post-hoc2024.05 | 97.7 | |
| GENtype=post-hoc2024.05 | 97.5 | |
| WeiPer+ReActtype=post-hoc2024.05 | 97.4 | |
| TempScaletype=post-hoc2024.05 | 96.7 | |
| KNNtype=post-hoc2024.05 | 96.3 | |
| MSPtype=post-hoc2024.05 | 96.3 | |
| ReActtype=post-hoc2024.05 | 95.5 | |
| MLStype=post-hoc2024.05 | 95.4 | |
| OpenMaxtype=post-hoc2024.05 | 94.3 | |
| VIMtype=post-hoc2024.05 | 94.3 | |
| EBOtype=post-hoc2024.05 | 94 | |
| SHEtype=post-hoc2024.05 | 93.4 | |
| KLMtype=post-hoc2024.05 | 91.8 | |
| DICEtype=post-hoc2024.05 | 90.1 | |
| ASHtype=post-hoc2024.05 | 87 | |
| MDStype=post-hoc2024.05 | 82.9 | |
| GradNormtype=post-hoc2024.05 | 72.2 |