Anomaly Segmentation on SDD (AUROC, PRO)
97.4AUROCAdaCLIP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AdaCLIPStandard setting=true2025.04 | 97.4 | 56 | — | |
| GenCLIPZero-shot=true2025.04 | 96.8 | 94.9 | — | |
| AnomalyCLIPAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 91.3 | 59.9 | 32.6 | |
| AnomalyCLIPZero-shot=true2025.04 | 90.6 | 67.8 | — | |
| AF-CLIPAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 90.5 | 55.5 | 26 | |
| DIVEAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 88.2 | 60 | 33.5 | |
| AdaCLIPAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 86 | 35.2 | 26.8 | |
| AA-CLIPAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 77 | 44.5 | 9.9 | |
| TPSAuxiliary Pre-training=MVTec, Level=pixel-level2026.06 | 72.6 | 33.8 | 6.2 | |
| WinCLIPZero-shot=true2025.04 | 68.8 | 24.2 | — | |
| CLIPZero-shot=true2025.04 | 39 | 8.9 | — | |
| CoOpZero-shot=true2025.04 | 28.9 | 7.1 | — |