OOD Detection on Average MIDOG, X-Ray, Derma
86.01AUROCMaRS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MaRSUnsupervised=true2026.06 | 86.01 | 42.72 | |
| MahaUnsupervised=false2026.06 | 85.34 | 43.59 | |
| ResidualUnsupervised=true2026.06 | 85.03 | 45.31 | |
| Deep kNNUnsupervised=true2026.06 | 83.79 | 47.88 | |
| OCSVMUnsupervised=true2026.06 | 81.97 | 47.95 | |
| AEUnsupervised=true2026.06 | 81.56 | 50.72 | |
| ViMUnsupervised=false2026.06 | 57.36 | 81.05 | |
| ODINUnsupervised=false2026.06 | 56.96 | 87.33 | |
| MSPUnsupervised=false2026.06 | 55.8 | 88.02 |