Molecular Recognition on MMChemOCR
93.8Average SimilarityChemVLR-8B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ChemVLR-8BParadigm=Thinking2026.04 | 93.8 | 0.846 | |
| ChemVLR-7BParadigm=Thinking2026.04 | 93.2 | 0.839 | |
| TinyChemVLParadigm=Instruct2026.04 | 91.2 | 0.774 | |
| InternVL3.5-14BParadigm=Instruct w/ CoT2026.04 | 86.1 | 0.69 | |
| InternVL3.5-8BParadigm=Instruct2026.04 | 85.4 | 0.591 | |
| ChemVLM-8BParadigm=Instruct2026.04 | 81.7 | 0.577 | |
| InternVL3.5-38BParadigm=Instruct w/ CoT2026.04 | 78 | 0.401 | |
| Gemini-3-FlashParadigm=-2026.04 | 77.6 | 0.612 | |
| ChemDFM-XParadigm=Instruct2026.04 | 70.9 | 0.365 | |
| GPT-4oParadigm=-2026.04 | 36.8 | 0.034 | |
| GPT-5-miniParadigm=-2026.04 | 28.8 | 0.057 | |
| Qwen3-VL-8BParadigm=Instruct2026.04 | 26.3 | 0.102 | |
| Qwen2.5-VL-7BParadigm=Instruct2026.04 | 25.5 | 0.004 | |
| Phi-3.5-VisionParadigm=Instruct2026.04 | 0.4 | 0 |