Molecular Structure Recognition on USPTO Realistic
92.6Exact Match AccuracyMolScribe
Evaluation results
| Method | Links | |
|---|---|---|
| MolScribeCategory=Image To Graph2026.04 | 92.6 | |
| MolVecCategory=Rule-based2026.04 | 88.4 | |
| OSRACategory=Rule-based2026.04 | 87.4 | |
| MolSeek-OCRCategory=VLM-based2026.04 | 61 | |
| Image2GraphCategory=Image To Graph2026.04 | 55.1 | |
| MolSeek-OCR-LoRACategory=VLM-based2026.04 | 50.6 | |
| DECIMERCategory=Image to Sequence2026.04 | 41.1 | |
| SwinOCSRCategory=Image to Sequence2026.04 | 27.9 | |
| Img2MolCategory=Image to Sequence2026.04 | 26.3 | |
| DeepSeek-OCR-2Category=VLM-based2026.04 | 0 |