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Papers Benchmarks Datasets Tasks

Object-level Anomaly Detection research benchmarks · SOTA2 Research

Object-level Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Real3D-AD 1.0 (test)

88.2Airplane

53

Mar 24, 2026

Anomaly-ShapeNet (test)

100ashtray0

49

Feb 26, 2026

Real3D-AD (test)

88.2Airplane

17

Feb 26, 2026

Anomaly-ShapeNet S11 (test)

99.9Ashtray 0 Score

10

Mar 27, 2026

Popular datasets

Real3D-AD ShapeNet Anomaly-ShapeNet

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