Image-level Anomaly Detection on OCT 17 (AUROC, F1-max, AP)
91.2AUROCVisualAD(DINOv2)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VisualAD(DINOv2)Backbone=ViT-L/14, Evaluation Protocol=Zero-shot2026.03 | 91.2 | 90.3 | 97.1 | |
| VisualAD(CLIP)Backbone=ViT-L/14@336px, Evaluation Protocol=Zero-shot2026.03 | 88.9 | 88.2 | 96.4 | |
| WinCLIPBackbone=ViT-L/14@336px, Evaluation Protocol=Zero-shot2026.03 | 55.2 | 82.7 | 81.1 |