ResearchBenchmarksSymbolic Regression on Vinnie (test)For AI assistantsMarkdownContent indexSymbolic Regression on Vinnie (test)Follow0.4862Median RMSEDSR0.4847080.4947790.504850.514921Nov 12, 2025Evaluation resultsMethodMethodLinksMedian RMSEDSRBatch size=100, Iterat...Batch size=100, Iterations=1002025.110.4862SLIMGenerations=100Generations=1002025.110.5121TSGP1Target Semantic Distan...Target Semantic Distance (SDt)=1, Generations=1002025.110.5127stdGPGenerations=100Generations=1002025.110.5154DAELearning rate=0.001, O...Learning rate=0.001, Optimizer=Adam2025.110.5235