Functional Group Reasoning (Numeric Regression) on FGBench Interaction
25.046RMSELFM2-2.6B-MMAI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LFM2-2.6B-MMAITraining=ST, Reasoning=/think2026.03 | 25.046 | 100 | |
| LFM2-2.6B-MMAITraining=MT, Reasoning=/think2026.03 | 27.135 | 100 | |
| LFM2-2.6B-MMAITraining=ST, Reasoning=/no think2026.03 | 30.248 | 100 | |
| LFM2-2.6B-MMAITraining=MT, Reasoning=/no think2026.03 | 31.018 | 100 | |
| Qwen2.5-7BClass=Open-weight LLM2026.03 | 36.307 | 68.3 | |
| Llama-3.1Parameters=70B2026.03 | 38.646 | 97.7 | |
| LFM2-2.6BClass=Liquid Foundation Model2026.03 | 38.905 | 100 | |
| GPT-5-1Class=Proprietary LLM2026.03 | 41.062 | 100 | |
| GPT-5-2Class=Proprietary LLM2026.03 | 42.624 | 100 | |
| DeepSeek-3-2Class=Open-weight LLM2026.03 | 44.61 | 26 | |
| Sonnet-4-5Class=Proprietary LLM2026.03 | 45.147 | 100 | |
| Opus-4-5Class=Proprietary LLM2026.03 | 51.932 | 100 | |
| ChemLLM-7BClass=Foundational LLM for Chemistry2026.03 | 162.742 | 56.6 | |
| Llama-3-8B-MolInstClass=Foundational LLM for Chemistry2026.03 | 188.376 | 48.6 | |
| LlaSMol-Mistral-7BClass=Foundational LLM for Chemistry2026.03 | 262.55 | 98.3 | |
| Llama-3.1Parameters=8B2026.03 | 421.325 | 78 |