ResearchBenchmarksGenetic Circuit Design on GenCircuitGenetic Circuit Design on GenCircuitFollow72.7Proc. ScoreRLVF-H-C46.1853.06559.9566.835May 14, 2026Evaluation resultsMethodMethodLinksProc. ScoreC-ID ScoreC-OOD ScoreLit ScoreAverage ScoreRLVF-H-CModel=Qwen3-8BModel=Qwen3-8B2026.0572.766.252.644.959.1RLVF-H-CModel=Gemma-3-12BModel=Gemma-3-12B2026.0566.25946.83952.8RLVF-H-CModel=Llama-3.1-8BModel=Llama-3.1-8B2026.0564.157.445.237.151SFTModel=Qwen3-8BModel=Qwen3-8B2026.0553.946.232.427.340SFTModel=Gemma-3-12BModel=Gemma-3-12B2026.054941.228.823.435.6SFTModel=Llama-3.1-8BModel=Llama-3.1-8B2026.0547.239.827.622.434.3