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Papers Benchmarks Datasets Tasks

1-step forecasting research benchmarks · SOTA2 Research

1-step forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

2D relativistic Maxwell (MW2) R1,2 (test)

0.17MSE

15

Jul 7, 2026

3D Maxwell (MW3) R3 (test)

0MSE

15

Jul 7, 2026

Shallow-water equations SWE-1 R2 (test)

0.052MSE

15

Jul 7, 2026

Navier-Stokes (NS) R2 (test)

0MSE

15

Jul 7, 2026

UrbanEV Dataset

1.312QS Score

13

Jun 30, 2026

Shenzhen Dataset

1.594QS

13

Jun 30, 2026

Popular datasets

Shallow water equations Shenzhen UrbanEV Navier-Stokes (NS)3D Maxwell (MW3)

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