ResearchBenchmarksSymbolic Regression on Feynman I 18 4 (test)Symbolic Regression on Feynman I 18 4 (test)Follow0.1679Median RMSETSGP10.153240.2521950.351150.450105Nov 12, 2025Evaluation resultsMethodMethodLinksMedian RMSETSGP1Target Semantic Distan...Target Semantic Distance (SDt)=1, Generations=1002025.110.1679SLIMGenerations=100Generations=1002025.110.2059stdGPGenerations=100Generations=1002025.110.3124DSRBatch size=100, Iterat...Batch size=100, Iterations=1002025.110.4354DAELearning rate=0.001, O...Learning rate=0.001, Optimizer=Adam2025.110.5344