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Papers Benchmarks Datasets Tasks

Time Series Attribution research benchmarks · SOTA2 Research

Time Series Attribution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Beijing PM2.5 Bei

29AUClag@25%

18

Jun 29, 2026

Exchange Rate (ExRA)

6AUC lag@25%

18

Jun 29, 2026

71AUClag@25%

18

Jun 29, 2026

SeqComb-UV synthetic (test)

97AUPRC

14

Feb 26, 2026

LOWVAR synthetic (test)

99AUPRC

13

Feb 26, 2026

SeqComb-MV synthetic (test)

94AUPRC

13

Feb 26, 2026

FreqSum synthetic (test)

0.94AUPRC

13

Feb 26, 2026

Popular datasets

ETTh1 Exchange-Rate Beijing PM2.5 FreqSum SeqComb-UV

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