A new 29.7K-image benchmark for reading molecule diagrams into functional groups, descriptions, IUPAC names, and SMILES, with a fine-tuned VLM outperforming a recognize-then-generate pipeline on most subtasks.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific Discovery
A new 29.7K-image benchmark for reading molecule diagrams into functional groups, descriptions, IUPAC names, and SMILES, with a fine-tuned VLM outperforming a recognize-then-generate pipeline on most subtasks.