Anomaly Detection on DTD (test)
96AUROCFAPrompt
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FAPromptMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 96 | 98.3 | |
| EntroADMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 95.8 | 98.5 | |
| WinCLIPMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 95.1 | 97.7 | |
| MRADMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 95 | 98.1 | |
| AA-CLIPMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 94.3 | 93.7 | |
| FiLoMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 94.1 | 98 | |
| AnomalyCLIPMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 93.5 | 97 |