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Equation Discovery research benchmarks – Page 2 · SOTA2 Research

Equation Discovery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Convection-Diffusion Equation 5.0% noise

1.52MSE (on True)

1

Mar 25, 2026

Convection-Diffusion Equation 2.0% noise

0.002MSE (True)

1

Mar 25, 2026

Physical Discovery Capability Suite

—

—Primary metric

0

Jun 8, 2026

Page 2 of 2

Popular datasets

Convection-Diffusion Equation Darcy Flow Reaction-Diffusion DiffEq Lotka-Volterra

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