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Molecule Description Generation on ChEBI-20 2022 (test)

0.666BLEU-2

BioT5+

Updated 4d ago

Evaluation Results

Method	Links
BioT5+ 2024.02		0.666	0.591	0.71	0.584	0.65	0.681
MolCA 2024.02		0.639	0.555	0.697	0.558	0.636	0.669
BioT5 2024.02		0.635	0.556	0.692	0.559	0.633	0.656
Text+Chem T5 2024.02		0.625	0.542	0.682	0.543	0.622	0.648
GPT-4-0314 2024.02		0.607	0.525	0.634	0.476	0.562	0.61
MolXPT 2024.02		0.594	0.505	0.66	0.511	0.597	0.626
MolFM 2024.02		0.585	0.498	0.653	0.508	0.594	0.607
GPT-3.5-turbo 2024.02		0.565	0.482	0.623	0.45	0.543	0.585
MoMu 2024.02		0.549	0.462	-	-	0.576	-
MoT5-base 2024.02		0.54	0.457	0.634	0.485	0.568	0.569
T5-base 2024.02		0.511	0.423	0.607	0.451	0.55	0.539
InstructMol-GS-6.9B 2024.02		0.475	0.371	0.566	0.394	0.502	0.509
InstructMol-G-6.9B 2024.02		0.466	0.365	0.547	0.365	0.479	0.491
GIT-Mol-(graph+SMILES) 2024.02		0.352	0.263	0.575	0.485	0.56	0.43
GIT-Mol-graph 2024.02		0.29	0.21	0.54	0.445	0.512	0.491
GIT-Mol-SMILES 2024.02		0.264	0.176	0.477	0.374	0.451	0.43
Mol-Instructions-7B 2024.02		0.249	0.171	0.331	0.203	0.289	0.271
BioMedGPT-10B 2024.02		0.234	0.141	0.386	0.206	0.332	0.308
GPT-3.5-turbo 2024.02		0.103	0.05	0.261	0.088	0.204	0.161
Transformer 2024.02		0.061	0.027	0.204	0.087	0.186	0.114