SubspaceAD: Training-Free Few-Shot Anomaly Detection via Subspace Modeling

Benchmark Model Rank Results
few-shot-anomaly-detection-on-mvtec-ad-one-shotSubspaceAD (DINOv2-G, 672)–Detection AUROC: 97.1Segmentation AUROC: 97.5
few-shot-anomaly-detection-on-visa-one-shotSubspaceAD (DINOv2-G, 672)–Detection AUROC: 93.4Segmentation AUROC: 98.2