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Papers Benchmarks Datasets Tasks

Online time series forecasting research benchmarks · SOTA2 Research

Online time series forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WTH (Online evaluation phase)

1.04MASE

18

Feb 26, 2026

ETTm2 (Online evaluation phase)

1.12MASE

18

Feb 26, 2026

ETTm1 (Online evaluation phase)

0.97MASE

18

Feb 26, 2026

ETTh2 (Online evaluation phase)

1.01MASE

18

Feb 26, 2026

ETTh1 (Online evaluation phase)

0.79MASE

18

Feb 26, 2026

ECL (Online evaluation phase)

0.64MASE

18

Feb 26, 2026

Traffic (Online evaluation phase)

0.62MASE

12

Feb 26, 2026

Popular datasets

ETTh1 ETTh2 ETTm1 ECL Traffic

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