Anomaly Detection on HeadCT (test)
97.5AUROCPDD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PDD2026.03 | 97.5 | — | |
| EntroADMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 95.7 | 96.4 | |
| MRADMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 94.8 | 95.4 | |
| FiLoMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 93.8 | 93.4 | |
| FAPromptMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 93.4 | 92.9 | |
| AA-CLIPMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 88.4 | 90.9 | |
| AnomalyCLIPMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 87.8 | 86.9 | |
| Skip-TS2026.03 | 85.7 | — | |
| f-AnoGAN2026.03 | 82.6 | — | |
| WinCLIPMode=Zero-shot, Protocol=Cross-dataset, Evaluation=Image-level2026.05 | 81.8 | 80.2 | |
| SQUID2026.03 | 75.4 | — | |
| SIMSID2026.03 | 74.9 | — | |
| RD4AD2026.03 | 74.3 | — | |
| CutPaste2026.03 | 73 | — |