Anomaly Detection on MulSen-AD
97.919AUCPUniMMAD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniMMADEvaluation Protocol=Unified Multi-modal and Multi-class Model2025.09 | 97.919 | 34.666 | |
| AdaCLIPEvaluation Protocol=Generalist Models (One model performs all AD tasks without fine-tuning), Publications=ECCV20242025.09 | 97.835 | 29.752 | |
| MulSen-TripleADEvaluation Protocol=Specialized Models (One model for one dataset), Publications=CVPR20252025.09 | 97.833 | 33.64 | |
| AA-CLIPEvaluation Protocol=Generalist Models (One model performs all AD tasks without fine-tuning), Publications=CVPR20252025.09 | 97.531 | 32.501 | |
| MVFAEvaluation Protocol=Generalist Models (One model performs all AD tasks without fine-tuning), Publications=CVPR20242025.09 | 90.381 | 15.817 |