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Papers Benchmarks Datasets Tasks

Deterministic forecasting research benchmarks · SOTA2 Research

Deterministic forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Solar TSFM-Bench

0.168MSE

21

Feb 27, 2026

ETT Avg TSFM-Bench

0.331MSE

21

Feb 27, 2026

Weather TSFM-Bench

0.215MSE

20

Feb 27, 2026

Wind TSFM-Bench

1.042MSE

19

Feb 27, 2026

Electricity TSFM-Bench

0.169MSE

16

Feb 27, 2026

PEMS08 TSFM-Bench

0.293MSE

15

Feb 27, 2026

NYSE TSFM-Bench

0.442MSE

14

Feb 27, 2026

Traffic TSFM-Bench

0.524MSE

13

Feb 27, 2026

Temperature–Rainfall New York

0.587MAE

8

May 12, 2026

Temperature–Rainfall San Francisco

0.318MAE

8

May 12, 2026

Temperature–Rainfall Houston

0.35MAE

8

May 12, 2026

0.306MAE

8

May 12, 2026

Traffic (Public)

0.231MAE

8

May 12, 2026

0.354MAE

8

May 12, 2026

Synthetic Physics

0.081MAE

8

May 12, 2026

Popular datasets

Temperature–Rainfall Traffic Weather ETT Electricity

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