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Papers Benchmarks Datasets Tasks

Instance-level anomaly detection research benchmarks · SOTA2 Research

Instance-level anomaly detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

40.54Average mAP

15

Apr 10, 2026

0.494Avg mAP

15

Apr 10, 2026

MVTec AD 1.0 (test)

90.5IAP (bottle)

4

Feb 26, 2026

Popular datasets

MVTec AD VisA MVTec

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