List your company
ResearchFormerly WizWand

Symbolic Regression on LLM-SRBench LSR-Synth Chemistry

0.0002NMSEDeliberate Evolution
-0.0486040.2807450.6100940.939443Jun 3, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Deliberate EvolutionBackbone=Qwen3-4B-Instruct-25072026.060.000213.89
Deliberate EvolutionBackbone=Llama3.1-8B-Instruct2026.060.000411.11
LASRBackbone=Llama3.1-8B-Instruct2026.060.00188.33
LASRBackbone=Qwen3-4B-Instruct-25072026.060.00232.78
LLM-SRBackbone=Qwen3-4B-Instruct-25072026.060.033613.89
SGABackbone=Llama3.1-8B-Instruct2026.060.04588.33
LLM-SRBackbone=Llama3.1-8B-Instruct2026.060.052416.67
SGABackbone=Qwen3-4B-Instruct-25072026.060.1612.78
LLMDirectBackbone=Qwen3-4B-Instruct-25072026.060.2662.78
LLMDirectBackbone=Llama3.1-8B-Instruct2026.061.222.78