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Papers Benchmarks Datasets Tasks

Time Series Denoising research benchmarks · SOTA2 Research

Time Series Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Audio Scenario 1

0.036RMSE

15

Jun 23, 2026

Average Across Datasets Scenario 3

0.057RMSE

8

Jun 23, 2026

Solar Scenario 3

0.053RMSE

8

Jun 23, 2026

Electricity Scenario 3

0.07RMSE

8

Jun 23, 2026

Audio Scenario 3

0.044RMSE

8

Jun 23, 2026

Average Across Datasets Scenario 2

0.08RMSE

8

Jun 23, 2026

Solar Scenario 2

0.077RMSE

8

Jun 23, 2026

Electricity Scenario 2

0.087RMSE

8

Jun 23, 2026

Audio Scenario 2

0.055RMSE

8

Jun 23, 2026

Average Across Datasets Scenario 1

0.046RMSE

8

Jun 23, 2026

Solar Scenario 1

0.036RMSE

8

Jun 23, 2026

Electricity Scenario 1

0.055RMSE

8

Jun 23, 2026

Popular datasets

Electricity solar Audio Average across datasets

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