List your company
ResearchFormerly WizWand

Anomaly Detection on UniMed

96.335AUCPUniMMAD
71.2897277.7918684.29490.79614Sep 30, 2025
Updated 8mo ago

Evaluation results

MethodLinks
UniMMADPublications=-, Model Category=Unified Multi-modal and Multi-class Model2025.0996.33594.182
INP-FormerPublications=CVPR2025, Model Category=Specialized Models (One model for one dataset)2025.0996.0694.363
MambaADPublications=NeurIPS2024, Model Category=Specialized Models (One model for one dataset)2025.0995.97793.678
ViTADPublications=CVIU2025, Model Category=Specialized Models (One model for one dataset)2025.0995.52493.648
RDPublications=CVPR2022, Model Category=Specialized Models (One model for one dataset)2025.0993.43291.581
INP-FormerEvaluation Protocol=Specialized Models (One model for one dataset), Publications=CVPR20252025.0992.6745.477
UniMMADEvaluation Protocol=Unified Multi-modal and Multi-class Model2025.0992.01544.893
ViTADEvaluation Protocol=Specialized Models (One model for one dataset), Publications=CVIU20252025.0991.82844.441
MambaADEvaluation Protocol=Specialized Models (One model for one dataset), Publications=NeurIPS20242025.0991.68742.401
AA-CLIPEvaluation Protocol=Generalist Models (One model performs all AD tasks without fine-tuning), Publications=CVPR20252025.0990.94340.325
UniADPublications=NeurIPS2022, Model Category=Specialized Models (One model for one dataset)2025.0990.84790.934
AdaCLIPEvaluation Protocol=Generalist Models (One model performs all AD tasks without fine-tuning), Publications=ECCV20242025.0990.72942.852
RDEvaluation Protocol=Specialized Models (One model for one dataset), Publications=CVPR20222025.0990.51440.012
SimpleNetPublications=CVPR2023, Model Category=Specialized Models (One model for one dataset)2025.0989.42288.515
MVFAPublications=CVPR2024, Model Category=Generalist Models (One model performs all AD tasks without fine-tuning)2025.0988.13887.219
MVFAEvaluation Protocol=Generalist Models (One model performs all AD tasks without fine-tuning), Publications=CVPR20242025.0987.51434.281
UniADEvaluation Protocol=Specialized Models (One model for one dataset), Publications=NeurIPS20222025.0987.0239.435
SimpleNetEvaluation Protocol=Specialized Models (One model for one dataset), Publications=CVPR20232025.0986.85839.136
AdaCLIPPublications=ECCV2024, Model Category=Generalist Models (One model performs all AD tasks without fine-tuning)2025.0983.84591.247
AA-CLIPPublications=CVPR2025, Model Category=Generalist Models (One model performs all AD tasks without fine-tuning)2025.0972.25384.193