OOD Detection on Dermatoscopy Semantic
59.24AUROCMaRS
Evaluation results
| Method | Links | |
|---|---|---|
| MaRSUnsupervised=true2026.06 | 59.24 | |
| ViMUnsupervised=false2026.06 | 58.43 | |
| Deep kNNUnsupervised=true2026.06 | 57.42 | |
| ResidualUnsupervised=true2026.06 | 57.25 | |
| MahaUnsupervised=false2026.06 | 57.24 | |
| ODINUnsupervised=false2026.06 | 55.2 | |
| AEUnsupervised=true2026.06 | 50.9 | |
| OCSVMUnsupervised=true2026.06 | 49.27 | |
| MSPUnsupervised=false2026.06 | 48.99 |