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Papers Benchmarks Datasets Tasks

Cross-DSL PDE code generation research benchmarks · SOTA2 Research

Cross-DSL PDE code generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FreeFEM FiPy Devito combined

0.899IFS

3

May 12, 2026

Devito Documentation-source slice

83.1IFS

3

May 12, 2026

FiPy Documentation-source slice

94.3IFS Score

3

May 12, 2026

FreeFEM Documentation-source slice

92.6IFS

3

May 12, 2026

UFL Documentation-source slice

98.4IFS

3

May 12, 2026

UFL Hard-stress slice

79.1IFS Score

3

May 12, 2026

UFL Five-family slice

85.1IFS

3

May 12, 2026

Popular datasets

UFL FreeFEM FiPy Devito FreeFEM FiPy Devito

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