Anomaly Classification on MPDD (test)
81.8I-AUROCMRAD-CLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MRAD-CLIPTraining Setting=Training-Based, Zero-shot=true2026.01 | 81.8 | 83.4 | |
| MRAD-FTTraining Setting=Training-Based, Zero-shot=true2026.01 | 79.9 | 80.6 | |
| FAPromptTraining Setting=Training-Based, Zero-shot=true2026.01 | 76.9 | 85.9 | |
| AdaCLIPTraining Setting=Training-Based, Zero-shot=true2026.01 | 76.4 | 80.4 | |
| AnomalyCLIPTraining Setting=Training-Based, Zero-shot=true2026.01 | 73.7 | 76.5 | |
| MRAD-TFTraining Setting=Train-Free, Zero-shot=true2026.01 | 67.9 | 73.8 | |
| WinCLIPTraining Setting=Train-Free, Zero-shot=true2026.01 | 61.5 | 69.2 |