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Papers Benchmarks Datasets Tasks

Logical Anomaly Detection research benchmarks · SOTA2 Research

Logical Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100Breakfast Box Binary F1

10

Feb 26, 2026

82.5White BG Score

8

Mar 17, 2026

LOCO AD 10% Corruptions

84.9I-AUROC

5

Feb 26, 2026

LOCO AD 0% Corruptions

0.923I-AUROC

5

Feb 26, 2026

Popular datasets

LOCO AD MVTec-LOCO VID-AD

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