Pixel-level Anomaly Detection on CVC-ColonDB
85.8AUROCCLIP-AD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CLIP-ADBackbone=ViT-L-14-336, Resolution=518x5182025.03 | 85.8 | 69.7 | 39 | |
| Bayes-PFLBackbone=ViT-L-14-336, Resolution=518x5182025.03 | 82.1 | 76.1 | 31.9 | |
| AnomalyCLIPBackbone=ViT-L-14-336, Resolution=518x5182025.03 | 81.9 | 71.4 | 31.3 | |
| AdaCLIPBackbone=ViT-L-14-336, Resolution=518x5182025.03 | 79.3 | 6.5 | 26.2 | |
| APRIL-GANBackbone=ViT-L-14-336, Resolution=518x5182025.03 | 78.4 | 28 | 23.2 | |
| WinCLIPBackbone=ViT-L-14-336, Resolution=518x5182025.03 | 64.8 | 28.4 | 14.3 |