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Papers Benchmarks Datasets Tasks

Importance Scoring research benchmarks · SOTA2 Research

Importance Scoring

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SWaT 50% BW, 20K subsample

87.7F1 Score

3

Apr 8, 2026

SKAB 50% BW 20K subsample

54.1F1 Score

3

Apr 8, 2026

HAI 50% BW, 20K subsample

99.9F1 Score

3

Apr 8, 2026

PSM 50% BW, 20K subsample

92.9F1 Score

3

Apr 8, 2026

MSL 50% BW 20K subsample

92.1F1 Score

3

Apr 8, 2026

SMD 50% BW 20K subsample

98F1 Score

3

Apr 8, 2026

TEP 50% BW, 20K subsample

81.1F1 Score

3

Apr 8, 2026

Popular datasets

SMD MSL SWaT PSM HAI

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