VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation

Benchmark Model Rank Results
zero-shot-anomaly-detection-on-mvtec-ad-zero-shot-cross-domainVCP-CLIP (zero-shot) (extra data)#7Detection AUROC: 92.1
zero-shot-anomaly-detection-on-mvtec-ad-zero-shot-cross-domainVCP-CLIP (Prompt 3, zero-shot) (extra data)#13Segmentation AUROC: 92.4
zero-shot-anomaly-detection-on-visa-zero-shot-cross-domainVCP-CLIP (zero-shot) (extra data)#8Detection AUROC: 83.8
anomaly-detection-on-visaVCP-CLIP#48Segmentation AUPRO: 90.7Segmentation AUROC: 95.7
anomaly-detection-on-mvtec-adVCP-CLIP#114Segmentation AUPRO: 87.3Segmentation AUROC: 92.0Segmentation AP: 49.4