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SotA/Medical/Text-based de novo Molecule Generation/ChEBI-20

Text-based de novo Molecule Generation on ChEBI-20

Metric: Text2Mol (higher is better)

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#Model↕Text2Mol▼Extra DataPaperDate↕Code
1MolReGPT (GPT-4-0413)59.3NoEmpowering Molecule Discovery for Molecule-Capti...2023-06-11Code
2MolT5-Large-HV59NoTranslation between Molecules and Natural Language2022-04-25Code
3TGM-DLM w/o corr58.9NoText-Guided Molecule Generation with Diffusion L...2024-02-20Code
4MolFM-Base58.3NoMolFM: A Multimodal Molecular Foundation Model2023-06-06Code
5TGM-DLM58.1NoText-Guided Molecule Generation with Diffusion L...2024-02-20Code
6BioT5+57.9NoBioT5+: Towards Generalized Biological Understan...2024-02-27Code
7MolXPT57.8NoMolXPT: Wrapping Molecules with Text for Generat...2023-05-18Code
8BioT557.6NoBioT5: Enriching Cross-modal Integration in Biol...2023-10-11Code
9MolFM-Small57.3NoMolFM: A Multimodal Molecular Foundation Model2023-06-06Code
10MolReGPT (GPT-3.5-turbo)57.1NoEmpowering Molecule Discovery for Molecule-Capti...2023-06-11Code
11MolT5-Large55.4NoTranslation between Molecules and Natural Language2022-04-25Code
12MolT5-base49.6NoTranslation between Molecules and Natural Language2022-04-25Code
13MolT5-small48.2NoTranslation between Molecules and Natural Language2022-04-25Code