Molecular property optimization on ChemCoT-Bench
-0.36LogP DeltaBioMistral-7B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BioMistral-7BBase Model=BioMistral-7B2026.03 | -0.36 | 18 | -0.295 | 15 | |
| BioMedGPT-7BBase Model=BioMedGPT-7B2026.03 | 0.012 | 2 | 0 | 0 | |
| Qwen3-235B-A22B-thinkBase Model=Qwen3-235B-A22B-think2026.03 | 0.05 | 40 | 0.02 | 24 | |
| DeepSeek-V3Base Model=DeepSeek-V32026.03 | 0.102 | 28 | 0.09 | 46 | |
| GPT-5Base Model=GPT-52026.03 | 0.257 | 53 | 0.204 | 66 | |
| DeepSeek-R1Base Model=DeepSeek-R12026.03 | 0.371 | 76 | 0.074 | 71 | |
| MolEvolveBase Model=Qwen2.5-7B-Instruct2026.03 | 1.271 | 63 | 0.245 | 58 | |
| MolEvolveBase Model=GPT-4o-mini2026.03 | 1.925 | 85 | 0.264 | 55 | |
| MolEvolveBase Model=Qwen2.5-32B-Instruct2026.03 | 2.126 | 82 | 0.258 | 60 |