Segmentation on ISIC (AUROC, AUPRO, RCPRO)
90.1AUROCAF-CLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AF-CLIPAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 90.1 | 78.1 | 85.7 | |
| DIVEAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 88.5 | 76.4 | 73.9 | |
| AnomalyCLIPAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 84.9 | 69.4 | 69.6 | |
| AdaCLIPAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 81.4 | 13.9 | 69.4 | |
| AA-CLIPAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 77.6 | 68.4 | 85.4 | |
| TPSAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 66.4 | 40 | 59.4 |