Polymer Concepts on PolyBench 1.0 (test)
0.33RgL ScorePolyLM (ChemLLM-7B)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PolyLM (ChemLLM-7B)category=PolyBench, CoT=true2026.01 | 0.33 | 6.25 | |
| PolyLM (Qwen-2.5-14B)category=PolyBench, CoT=true2026.01 | 0.31 | 6.52 | |
| PolyLM (Phi-4-14B)category=PolyBench, CoT=true2026.01 | 0.31 | 6.33 | |
| PolyLM (Qwen-2.5-7B)category=PolyBench, CoT=true2026.01 | 0.29 | 4.5 | |
| PolyLM (Phi-4-14B)category=PolyBench, CoT=false2026.01 | 0.29 | 6 | |
| 4o-Minicategory=Closed-source2026.01 | 0.28 | 5.4 | |
| PolyLM (ChemLLM-7B)category=PolyBench, CoT=false2026.01 | 0.27 | 5.5 | |
| PolyLM (Qwen-2.5-14B)category=PolyBench, CoT=false2026.01 | 0.27 | 6.33 | |
| GPT-4ocategory=Closed-source2026.01 | 0.27 | 5 | |
| Sonnetcategory=Closed-source2026.01 | 0.27 | 5.8 | |
| PolyLM (Qwen-2.5-7B)category=PolyBench, CoT=false2026.01 | 0.24 | 5 | |
| Qwen-2.5-7Bcategory=Off-the-shelf2026.01 | 0.23 | 4.83 | |
| Qwen-2.5-14Bcategory=Off-the-shelf2026.01 | 0.23 | 5 | |
| Phi-4-14Bcategory=Off-the-shelf2026.01 | 0.23 | 5.67 | |
| ChemLLM-7Bcategory=Domain aligned2026.01 | 0.22 | 5 | |
| Llamole-8Bcategory=Domain aligned2026.01 | 0.18 | 2.8 | |
| LlaSMol-8Bcategory=Domain aligned2026.01 | 0.17 | 3.68 | |
| GPT-5category=Closed-source2026.01 | 0.16 | 6.36 | |
| ether0-24Bcategory=Domain aligned2026.01 | 0.15 | 3.13 |