Anomaly Classification on HeadCT (test)
97.1I-AUROCMRAD-CLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MRAD-CLIPTraining Setting=Training-Based, Zero-shot=true2026.01 | 97.1 | 97.6 | |
| MRAD-FTTraining Setting=Training-Based, Zero-shot=true2026.01 | 96.2 | 96.9 | |
| FAPromptTraining Setting=Training-Based, Zero-shot=true2026.01 | 96 | 96.4 | |
| AnomalyCLIPTraining Setting=Training-Based, Zero-shot=true2026.01 | 95.3 | 95.2 | |
| AdaCLIPTraining Setting=Training-Based, Zero-shot=true2026.01 | 93.4 | 92.2 | |
| WinCLIPTraining Setting=Train-Free, Zero-shot=true2026.01 | 83.7 | 81.6 | |
| MRAD-TFTraining Setting=Train-Free, Zero-shot=true2026.01 | 69.3 | 73.6 |