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Papers Benchmarks Datasets Tasks

Point-level Anomaly Detection research benchmarks · SOTA2 Research

Point-level Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

76.19Affiliation-F1

33

May 12, 2026

86.93Affiliation-F1

15

Apr 1, 2026

77.12Affiliation-F1

15

Apr 1, 2026

Anomaly-ShapeNet

96.2Ashtray-0 Score

11

Mar 27, 2026

12.9AUPR (Average)

8

Feb 26, 2026

Popular datasets

ShapeNet Real3D-AD ASD UCR PSM

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