FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization

Benchmark Model Rank Results
zero-shot-anomaly-detection-on-visa-zero-shot-cross-domainFiLo (ViT-L/14@336, trained on MVTec AD, zero-shot) (extra data)#7Detection AUROC: 83.9Segmentation AUROC: 95.9
zero-shot-anomaly-detection-on-mvtec-ad-zero-shot-cross-domainFiLo (ViT-L/14@336, trained on VisA, zero-shot) (extra data)#9Detection AUROC: 91.2Segmentation AUROC: 92.3