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Real-World Anomaly Detection research benchmarks · SOTA2 Research

Real-World Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

HIVAU-70k Weighted Average

37.56Error Rate

4

Mar 19, 2026

XD-Violence HIVAU-70k

37.16Error Rate

4

Mar 19, 2026

UCF-Crime HIVAU-70k

40.97Error Rate

4

Mar 19, 2026

Popular datasets

UCF-Crime XD-Violence HIVAU

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