Anomaly Detection on BR35H (test)
100AUCSIR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SIRSetting=Full-shot specialized2026.03 | 100 | — | |
| SIRSetting=Few-shot specialized, Config=One-shot2026.03 | 100 | — | |
| SIRSetting=Universal, Config=Ten-shot universal2026.03 | 100 | — | |
| SIRSetting=Universal, Config=Full-shot universal2026.03 | 99.9 | — | |
| EDCSetting=Full-shot specialized, Source=TMI2026.03 | 99.8 | — | |
| E2ADSetting=Full-shot specialized, Source=TMI2026.03 | 99.8 | — | |
| RD4ADSetting=Full-shot specialized, Source=CVPR2026.03 | 99.6 | — | |
| EntroADMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 97 | 97 | |
| FAPromptMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 96.8 | 96.6 | |
| MRADMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 96.3 | 96.5 | |
| FiLoMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 93.6 | 92.8 | |
| SIRSetting=Universal, Config=One-shot universal2026.03 | 91.6 | — | |
| AA-CLIPMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 89.6 | 91.1 | |
| AnomalyCLIPMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 89.5 | 90 | |
| WinCLIPMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 81 | 83.2 |