ResearchBenchmarksSymbolic Regression on Pollen (test)Follow0.47Median RMSETSGP10.456780.5460150.635250.724485Nov 12, 2025Evaluation ResultsMethodMethodLinksMedian RMSETSGP1Target Semantic Distan...Target Semantic Distance (SDt)=1, Generations=1002025.110.47stdGPGenerations=100Generations=1002025.110.5038SLIMGenerations=100Generations=1002025.110.5139DSRBatch size=100, Iterat...Batch size=100, Iterations=1002025.110.7259DAELearning rate=0.001, O...Learning rate=0.001, Optimizer=Adam2025.110.8005