Image-level Anomaly Detection on MPDD 4-shot
88.5I-F1AnomalyGPT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AnomalyGPTPub.'Year=AAAI’242026.05 | 88.5 | 89 | |
| PromptADPub.'Year=CVPR’242026.05 | 87.6 | 92.6 | |
| HyperFSADPub.'Year=-2026.05 | 85.9 | 88.9 | |
| ReMP-ADPub.'Year=ICCV’252026.05 | 83.7 | 84.7 | |
| WinCLIPPub.'Year=CVPR’232026.05 | 83.1 | 86.1 | |
| FastReconPub.'Year=ICCV’232026.05 | 82.8 | 81 | |
| KAG-promptPub.'Year=AAAI’252026.05 | 81.7 | 75.3 | |
| APRIL-GANPub.'Year=CVPR’232026.05 | 80.7 | 81.6 | |
| RegADPub.'Year=20222026.05 | 75.9 | 66.9 |