Molecule Captioning on ChEBI-20

Metric: Text2Mol (higher is better)

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#	Model↕	Text2Mol▼	Extra Data	Paper	Date↕	Code
1	BioT5	60.3	No	BioT5: Enriching Cross-modal Integration in Biol...	2023-10-11	Code
2	LaMolT5-Base	59.9	No	Automatic Annotation Augmentation Boosts Transla...	2025-02-10	Code
3	Mol2Lang-VLM	59.8	No	-	-	Code
4	LaMolT5-Large	59.7	No	Automatic Annotation Augmentation Boosts Transla...	2025-02-10	Code
5	MolXPT	59.4	No	MolXPT: Wrapping Molecules with Text for Generat...	2023-05-18	Code
6	LaMolT5-Small	58.8	No	Automatic Annotation Augmentation Boosts Transla...	2025-02-10	Code
7	MolReGPT (GPT-4-0314)	58.5	No	Empowering Molecule Discovery for Molecule-Capti...	2023-06-11	Code
8	MoMu+MolT5-Large	58.2	No	A Molecular Multimodal Foundation Model Associat...	2022-09-12	Code
9	MolT5-Large	58.2	No	Translation between Molecules and Natural Language	2022-04-25	Code
10	MolFM-Base	57.6	No	MolFM: A Multimodal Molecular Foundation Model	2023-06-06	Code
11	MolReGPT (GPT-3.5-turbo)	56	No	Empowering Molecule Discovery for Molecule-Capti...	2023-06-11	Code
12	MoMu+MolT5-Base	55.8	No	A Molecular Multimodal Foundation Model Associat...	2022-09-12	Code
13	MolFM-Small	55.7	No	MolFM: A Multimodal Molecular Foundation Model	2023-06-06	Code
14	MoMu+MolT5-Small	55.3	No	A Molecular Multimodal Foundation Model Associat...	2022-09-12	Code
15	MolT5-Base	54.7	No	Translation between Molecules and Natural Language	2022-04-25	Code
16	MolT5-Small	54	No	Translation between Molecules and Natural Language	2022-04-25	Code