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Papers Benchmarks Datasets Tasks

Time-series restoration research benchmarks · SOTA2 Research

Time-series restoration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Extended benchmark matrix (Battery degradation curves)

0.081RMSE

8

May 26, 2026

Appliances Energy

0.045RMSE

2

May 26, 2026

0.114RMSE

2

May 26, 2026

0.075RMSE

2

May 26, 2026

0.036RMSE

2

May 26, 2026

Popular datasets

ECG5000 Appliances Energy PowerCons NASA battery Benchmark matrix (Battery degradation curves)

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