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ResearchFormerly WizWand

Anomaly Detection on MulSen-AD

97.919AUCPUniMMAD
90.0794892.1147494.1596.18526Sep 30, 2025
Updated 8mo ago

Evaluation results

MethodLinks
UniMMADEvaluation Protocol=Unified Multi-modal and Multi-class Model2025.0997.91934.666
AdaCLIPEvaluation Protocol=Generalist Models (One model performs all AD tasks without fine-tuning), Publications=ECCV20242025.0997.83529.752
MulSen-TripleADEvaluation Protocol=Specialized Models (One model for one dataset), Publications=CVPR20252025.0997.83333.64
AA-CLIPEvaluation Protocol=Generalist Models (One model performs all AD tasks without fine-tuning), Publications=CVPR20252025.0997.53132.501
MVFAEvaluation Protocol=Generalist Models (One model performs all AD tasks without fine-tuning), Publications=CVPR20242025.0990.38115.817