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Image-level Anomaly Detection on BTAD 4-shot

95.7Image F1 ScoreHyperFSAD
83.42886.61489.892.986May 11, 2026

Evaluation results

MethodLinks
HyperFSADPub.'Year=-2026.0595.798.8
ReMP-ADPub.'Year=ICCV’252026.0594.398
FastReconPub.'Year=ICCV’232026.0591.896.2
RegADPub.'Year=20222026.0591.294.5
PromptADPub.'Year=CVPR’242026.059194.4
AnomalyGPTPub.'Year=AAAI’242026.059195.9
KAG-promptPub.'Year=AAAI’252026.059195.2
WinCLIPPub.'Year=CVPR’232026.0584.388
APRIL-GANPub.'Year=CVPR’232026.0583.988.4