Image-level Anomaly Detection on BTAD 1-shot
94.6Image F1 ScoreHyperFSAD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HyperFSADPub.'Year=-2026.05 | 94.6 | 98.3 | |
| FastReconPub.'Year=ICCV’232026.05 | 92 | 95 | |
| ReMP-ADPub.'Year=ICCV’252026.05 | 91.5 | 95.4 | |
| PromptADPub.'Year=CVPR’242026.05 | 90.4 | 94.4 | |
| KAG-promptPub.'Year=AAAI’252026.05 | 90 | 95.5 | |
| AnomalyGPTPub.'Year=AAAI’242026.05 | 89.7 | 94.6 | |
| APRIL-GANPub.'Year=CVPR’232026.05 | 84 | 88.5 | |
| WinCLIPPub.'Year=CVPR’232026.05 | 81.8 | 86.3 | |
| RegADPub.'Year=20222026.05 | 78.2 | 80.5 |