Anomaly Detection on MVTec-3D (AUC_I, MF1_I)
92.527AUC_IUniMMAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniMMADPublications=-, Model Category=Unified Multi-modal and Multi-class Model2025.09 | 92.527 | 94.903 | |
| CFMPublications=CVPR2024, Model Category=Specialized Models (One model for one dataset)2025.09 | 92.443 | 93.731 | |
| M3DMPublications=CVPR2023, Model Category=Specialized Models (One model for one dataset)2025.09 | 92.129 | 94.134 | |
| AdaCLIPPublications=ECCV2024, Model Category=Generalist Models (One model performs all AD tasks without fine-tuning)2025.09 | 74.134 | 89.929 | |
| AA-CLIPPublications=CVPR2025, Model Category=Generalist Models (One model performs all AD tasks without fine-tuning)2025.09 | 71.827 | 90.436 | |
| MVFAPublications=CVPR2024, Model Category=Generalist Models (One model performs all AD tasks without fine-tuning)2025.09 | 62.781 | 89.474 |