Anomaly Segmentation on VisA (ROC_P, PRO, F1_max)
93.4ROC_PDIVAD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DIVADZero-shot=true, AS=true2026.04 | 93.4 | 78.2 | 24 | |
| SteerViTZero-shot=true, AS=false2026.04 | 92.1 | 82 | 18.3 | |
| FADEZero-shot=true, AS=true2026.04 | 91.5 | 79.3 | 16.7 | |
| SAM3Zero-shot=true, AS=false2026.04 | 89.8 | 65.9 | 15.5 | |
| CLIPsegZero-shot=true, AS=false2026.04 | 89.5 | 62.4 | 13.9 | |
| WinCLIPZero-shot=true, AS=true2026.04 | 79.6 | 59.8 | 14.8 | |
| MaskCLIPZero-shot=true, AS=false2026.04 | 60.9 | 27.3 | 7.3 |