Anomaly Localization on DTD Synthetic
98.2AUROCWMoE-CLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WMoE-CLIPEvaluation Protocol=Zero-shot, Backbone=ViT-L-14-3362026.03 | 98.2 | 94.7 | 71.6 | |
| AnomalyCLIPVenue=ICLR2024, Evaluation Protocol=Zero-shot, Backbone=ViT-L-14-3362026.03 | 97.9 | 92.3 | 52.4 | |
| CLIP-ADVenue=IJCAI2024, Evaluation Protocol=Zero-shot, Backbone=ViT-L-14-3362026.03 | 97.1 | 68.7 | 62.3 | |
| AA-CLIPVenue=CVPR2025, Evaluation Protocol=Zero-shot, Backbone=ViT-L-14-3362026.03 | 96.4 | 62.8 | 62.8 | |
| Ada-CLIPVenue=ECCV2024, Evaluation Protocol=Zero-shot, Backbone=ViT-L-14-3362026.03 | 94.1 | 24.9 | 52.8 | |
| WinCLIPVenue=CVPR2023, Evaluation Protocol=Zero-shot, Backbone=ViT-L-14-3362026.03 | 83.9 | 57.8 | 11.6 |