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Papers Benchmarks Datasets Tasks

Image Anomaly Detection research benchmarks · SOTA2 Research

Image Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100Carpet I-AUROC

32

Feb 26, 2026

91.7TPR

19

Feb 26, 2026

MVTec-LOCO step distribution K=4

65.9Ct AUROC (all)

3

May 27, 2026

MVTec-LOCO Pareto distribution

63Ct AUROC (all)

3

May 27, 2026

Popular datasets

MVTec AD MVTec-LOCO

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