Single-property molecular optimization on Mutag
99.8Success Rate (SR)SFT-LLM_Mistral
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SFT-LLM_MistralBackbone=Mistral, Protocol=SFT2026.04 | 99.8 | 57 | 68 | |
| SFT-LLM_LLaMABackbone=LLaMA, Protocol=SFT2026.04 | 99.53 | 56 | 67 | |
| DPO-LLM_MistralBackbone=Mistral, Protocol=DPO2026.04 | 99.4 | 52 | 85 | |
| DPO-LLM_LLaMABackbone=LLaMA, Protocol=DPO2026.04 | 99 | 52 | 78 | |
| LLaMAshots=52026.04 | 74.4 | 18 | 63 | |
| LlaSmol_Mistral2026.04 | 63 | 28 | 59 | |
| Claude-3.5shots=52026.04 | 61.4 | 68 | 34 | |
| Mistralshots=52026.04 | 59.8 | 63 | 39 | |
| GPT-4oshots=52026.04 | 58.4 | 64 | 34 | |
| GPT-4oshots=02026.04 | 44 | 70 | 27 | |
| Mistralshots=02026.04 | 41 | 69 | 33 | |
| LLaMAshots=02026.04 | 37.4 | 76 | 24 | |
| ChemLLM2026.04 | 27.4 | 73 | 27 | |
| Claude-3.5shots=02026.04 | 26.4 | 66 | 29 |