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Papers Benchmarks Datasets Tasks

Neural Surrogate Modeling research benchmarks · SOTA2 Research

Neural Surrogate Modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

1.7NMAE

5

May 26, 2026

1.9NMAE

5

May 26, 2026

1.3NMAE

5

May 26, 2026

1.4NMAE

5

May 26, 2026

1.6NMAE

5

May 26, 2026

CarBench full (test)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

Airfoil Pipe Darcy CarBench Diff-Sorp

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