Anomaly Classification on DAGM (test)
98.4I-AUROCMRAD-CLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MRAD-CLIPTraining Setting=Training-Based, Zero-shot=true2026.01 | 98.4 | 98.6 | |
| AnomalyCLIPTraining Setting=Training-Based, Zero-shot=true2026.01 | 98 | 97.7 | |
| FAPromptTraining Setting=Training-Based, Zero-shot=true2026.01 | 98 | 98.1 | |
| MRAD-FTTraining Setting=Training-Based, Zero-shot=true2026.01 | 98 | 98.1 | |
| MRAD-TFTraining Setting=Train-Free, Zero-shot=true2026.01 | 78.7 | 80.6 | |
| AdaCLIPTraining Setting=Training-Based, Zero-shot=true2026.01 | 77.6 | 72.7 | |
| WinCLIPTraining Setting=Train-Free, Zero-shot=true2026.01 | 58.5 | 59.1 |