ResearchBenchmarksPixel-level Anomaly Localization on DTD SynPixel-level Anomaly Localization on DTD SynFollow98.1AUROCSSVP81.66885.93490.294.466Jan 14, 2026Evaluation resultsMethodMethodLinksAUROCPROAPSSVPsetting=zero-shotsetting=zero-shot2026.0198.194.364.6Bayes-PFLsetting=zero-shotsetting=zero-shot2026.0197.294.169.9AnomalyCLIPsetting=zero-shotsetting=zero-shot2026.0197.188.252.1APRIL-GANsetting=zero-shotsetting=zero-shot2026.0196.441.563.1AdaCLIPsetting=zero-shotsetting=zero-shot2026.019424.752.4WinCLIPsetting=zero-shotsetting=zero-shot2026.0182.355.211.5