ResearchBenchmarksEquation Discovery on Reaction-diffusionEquation Discovery on Reaction-diffusionFollow16Complexity (C)SI15.1221.062732.94May 17, 2025Evaluation resultsMethodMethodLinksComplexity (C)Success Probability (SP)Prediction Error (PE)SIMethod Category=Geneti...Method Category=Genetic Programming2025.0516812.3SIMethod Category=Transf...Method Category=Transformer2025.05160—PySRMethod Category=Geneti...Method Category=Genetic Programming2025.05170—E2EMethod Category=Transf...Method Category=Transformer2025.05170—SIMethod Category=Sparse...Method Category=Sparse Regression2025.0528540.8PySINDyMethod Category=Sparse...Method Category=Sparse Regression2025.0538532.1