OOD Detection on MIDOG far-OOD
100AUROCResidual
Evaluation results
| Method | Links | |
|---|---|---|
| ResidualUnsupervised=true2026.06 | 100 | |
| MahaUnsupervised=false2026.06 | 99.99 | |
| MaRSUnsupervised=true2026.06 | 99.98 | |
| Deep kNNUnsupervised=true2026.06 | 99.95 | |
| OCSVMUnsupervised=true2026.06 | 99.89 | |
| AEUnsupervised=true2026.06 | 99.87 | |
| ViMUnsupervised=false2026.06 | 76.27 | |
| ODINUnsupervised=false2026.06 | 63.44 | |
| MSPUnsupervised=false2026.06 | 62.73 |