Out-of-Distribution Detection on Far OOD datasets (Dfar) (test)
0.999SrelNAC
Evaluation results
| Method | Links | |
|---|---|---|
| NACtype=post-hoc2024.05 | 0.999 | |
| VIMtype=post-hoc2024.05 | 0.97 | |
| EBOtype=post-hoc2024.05 | 0.963 | |
| WeiPer+KLDtype=post-hoc2024.05 | 0.959 | |
| RMDStype=post-hoc2024.05 | 0.959 | |
| WeiPer+ReActtype=post-hoc2024.05 | 0.951 | |
| GENtype=post-hoc2024.05 | 0.947 | |
| WeiPer+MSPtype=post-hoc2024.05 | 0.944 | |
| ReActtype=post-hoc2024.05 | 0.943 | |
| OpenMaxtype=post-hoc2024.05 | 0.935 | |
| MLStype=post-hoc2024.05 | 0.932 | |
| TempScaletype=post-hoc2024.05 | 0.929 | |
| KNNtype=post-hoc2024.05 | 0.924 | |
| MSPtype=post-hoc2024.05 | 0.92 | |
| SHEtype=post-hoc2024.05 | 0.919 | |
| DICEtype=post-hoc2024.05 | 0.909 | |
| KLMtype=post-hoc2024.05 | 0.893 | |
| MDStype=post-hoc2024.05 | 0.877 | |
| ASHtype=post-hoc2024.05 | 0.844 | |
| GradNormtype=post-hoc2024.05 | 0.7 |