ResearchTasksInstance-level anomaly detectionInstance-level anomaly detectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedVisAYOLOv540.54Average mAP15Apr 10, 2026MVTec ADYOLOv50.494Avg mAP15Apr 10, 2026MVTec AD 1.0 (test)DeSTSeg90.5IAP (bottle)4Feb 26, 2026