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Papers Benchmarks Datasets Tasks

PDE solving research benchmarks – Page 13 · SOTA2 Research

PDE solving

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Convection PDE beta=30 (test)

0.038Absolute Error

2

Feb 26, 2026

Parameterized Sine-Gordon 100,000 D (test)

PRISM Algorithm 1

0.204Relative L2 Error

1

Jun 23, 2026

Parameterized Sine-Gordon 10,000 D (test)

PRISM Algorithm 1

0.002Relative L2 Error

1

Jun 23, 2026

Parameterized Sine-Gordon 1,000 D (test)

PRISM Algorithm 1

0.001Relative L2 Error

1

Jun 23, 2026

Graveleau free boundary (val)

0.132Relative L2 Error

1

Jun 19, 2026

Allen-Cahn 2D bounded (val)

0.011Relative L2 Error

1

Jun 19, 2026

0.59Relative L2 Error

1

Jun 19, 2026

two-body Allen-Cahn equation 10M D

—

—Primary metric

0

Mar 26, 2026

Page 13 of 13

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