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Papers Benchmarks Datasets Tasks

PDE dynamics prediction research benchmarks · SOTA2 Research

PDE dynamics prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

15-step Relative Prediction Error

4

May 18, 2026

Allen-Cahn 1D (test)

0.006Relative Prediction Error (5-step)

4

May 18, 2026

FENE chain (test)

0.12Relative Prediction Error (5-step)

3

May 18, 2026

FPUT chain (test)

0.825-Step Relative Prediction Error

3

May 18, 2026

Allen-Cahn 2D (test)

0.375-Step Relative Prediction Error

3

May 18, 2026

Popular datasets

Allen-Cahn KdV FPUT chain FENE chain

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