ResearchBenchmarksSymbolic Regression on LLM-SR Stress-Strain OODSymbolic Regression on LLM-SR Stress-Strain OODFollow0.0035NMSEEvoTune-0.0001440.0244530.049050.073647Apr 7, 2025Evaluation resultsMethodMethodLinksNMSEEvoTuneBackbone=Phi 3.5 Mini...Backbone=Phi 3.5 Mini 3.8B2025.040.0035FunSearchBackbone=Phi 3.5 Mini...Backbone=Phi 3.5 Mini 3.8B2025.040.0074LLM-SRBackbone=GPT-3.5-turboBackbone=GPT-3.5-turbo2025.040.0516LLM-SRBackbone=Mixtral 8x7BBackbone=Mixtral 8x7B2025.040.0946