Anomaly Classification on KSDD2 (test)
95.1I-AUROCMRAD-CLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MRAD-CLIPTraining Setting=Training-Based, Zero-shot=true2026.01 | 95.1 | 88.9 | |
| FAPromptTraining Setting=Training-Based, Zero-shot=true2026.01 | 94.4 | 86.9 | |
| MRAD-FTTraining Setting=Training-Based, Zero-shot=true2026.01 | 92.9 | 86.6 | |
| AnomalyCLIPTraining Setting=Training-Based, Zero-shot=true2026.01 | 90.8 | 76.5 | |
| AdaCLIPTraining Setting=Training-Based, Zero-shot=true2026.01 | 90.5 | 77.7 | |
| MRAD-TFTraining Setting=Train-Free, Zero-shot=true2026.01 | 90.4 | 82.6 | |
| WinCLIPTraining Setting=Train-Free, Zero-shot=true2026.01 | 77.5 | 43.9 |