Anomaly Detection on BMAD Liver CT ZSAD
0.675I-AUROCMRAD-CLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MRAD-CLIPprotocol=Zero-Shot2026.01 | 0.675 | 0.609 | |
| MRAD-FTprotocol=Zero-Shot2026.01 | 0.67 | 0.602 | |
| MRAD-TFprotocol=Zero-Shot2026.01 | 0.663 | 0.621 | |
| FAPromptprotocol=Zero-Shot2026.01 | 0.65 | 0.601 | |
| WinCLIPprotocol=Zero-Shot2026.01 | 0.637 | 0.527 | |
| AnomalyCLIPprotocol=Zero-Shot2026.01 | 0.636 | 0.607 | |
| AdaCLIPprotocol=Zero-Shot2026.01 | 0.616 | 0.525 |