Pixel-level Anomaly Segmentation on VISA (test)
94.69CandleDevPrompt
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DevPromptshot=1-shot, Backbone=CLIP, Resolution=256x256, Top-K MIL scoring=true, deviation-based patch scoring=true2026.01 | 94.69 | 94.01 | 98.88 | 99.25 | 95.63 | 97.73 | 95.49 | 95.83 | 93.34 | 94.65 | 94.49 | 99.19 | |
| PromptADshot=1-shot, Backbone=CLIP, Resolution=256x2562026.01 | 94.65 | 94.01 | 98.85 | 99.24 | 95.58 | 97.81 | 95.39 | 95.72 | 94.3 | 94.66 | 94.62 | 99.16 | |
| WinCLIPshot=1-shot, Backbone=CLIP, Resolution=256x2562026.01 | 94.53 | 95.9 | 97.9 | 99 | 95.33 | 96.8 | 94.87 | 95.31 | 93.04 | 94.34 | 95.3 | 98.92 |