ResearchBenchmarksSymbolic Regression on ESL (test)Symbolic Regression on ESL (test)Follow0.3781Median RMSETSGP10.3705640.4214320.47230.523168Nov 12, 2025Evaluation resultsMethodMethodLinksMedian RMSETSGP1Target Semantic Distan...Target Semantic Distance (SDt)=1, Generations=1002025.110.3781SLIMGenerations=100Generations=1002025.110.4138DSRBatch size=100, Iterat...Batch size=100, Iterations=1002025.110.4613stdGPGenerations=100Generations=1002025.110.5192DAELearning rate=0.001, O...Learning rate=0.001, Optimizer=Adam2025.110.5665