Functional Group Reasoning (Numeric Regression) on FGBench Single
55.954RMSELFM2-2.6B-MMAI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LFM2-2.6B-MMAITraining=ST, Reasoning=/think2026.03 | 55.954 | 100 | |
| LFM2-2.6B-MMAITraining=MT, Reasoning=/think2026.03 | 58.88 | 100 | |
| LFM2-2.6B-MMAITraining=MT, Reasoning=/no think2026.03 | 62.766 | 100 | |
| LFM2-2.6B-MMAITraining=ST, Reasoning=/no think2026.03 | 62.902 | 100 | |
| Qwen2.5-7BClass=Open-weight LLM2026.03 | 63.511 | 57.6 | |
| DeepSeek-3-2Class=Open-weight LLM2026.03 | 68.866 | 42.4 | |
| LFM2-2.6BClass=Liquid Foundation Model2026.03 | 69.368 | 100 | |
| Llama-3.1Parameters=70B2026.03 | 84.119 | 97.3 | |
| GPT-5-1Class=Proprietary LLM2026.03 | 88.055 | 100 | |
| GPT-5-2Class=Proprietary LLM2026.03 | 88.942 | 100 | |
| Sonnet-4-5Class=Proprietary LLM2026.03 | 92.274 | 100 | |
| Opus-4-5Class=Proprietary LLM2026.03 | 105.049 | 100 | |
| Llama-3.1Parameters=8B2026.03 | 162.351 | 84 | |
| ChemLLM-7BClass=Foundational LLM for Chemistry2026.03 | 209.584 | 62.9 | |
| LlaSMol-Mistral-7BClass=Foundational LLM for Chemistry2026.03 | 266.72 | 92.3 | |
| Llama-3-8B-MolInstClass=Foundational LLM for Chemistry2026.03 | 328.935 | 49.6 |