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Description-guided molecule design on ChEBI-20 2022 (test)

52.2Exact Match Accuracy

BioT5+

Updated 1mo ago

Evaluation Results

Method	Links
BioT5+ 2024.02		52.2	0.872	12.776	0.907	0.835	0.779	0.353	0.579	100
BioT5 2024.02		41.3	0.867	15.097	0.886	0.801	0.734	0.43	0.576	100
BioT5 2023.10		41.3	0.867	15.097	0.886	0.801	0.734	0.43	0.576	100
MolT5-large 2023.10		31.1	0.854	16.071	0.834	0.746	0.684	1.2	0.554	90.5
GPT-4-0314 2024.02		28	0.857	17.14	0.903	0.805	0.739	0.41	0.593	89.9
T5-large 2023.10		27.9	0.854	16.721	0.823	0.731	0.67	1.22	0.552	90.2
MolXPT 2024.02		21.5	-	-	0.859	0.757	0.667	0.45	0.578	98.3
MolXPT 2023.10		21.5	-	-	0.859	0.757	0.667	0.45	0.578	98.3
MolFM-base 2024.02		21	0.822	19.445	0.854	0.758	0.697	-	0.583	89.2
MoMu-base 2024.02		18.3	0.815	20.52	0.847	0.737	0.678	-	0.58	86.3
GPT-3.5-turbo 2024.02		13.9	0.79	24.91	0.847	0.708	0.624	0.57	0.571	88.7
GPT-3.5-turbo 2023.10		13.9	0.79	24.91	0.847	0.708	0.624	0.57	0.571	88.7
MoT5-base 2024.02		8.1	0.769	24.458	0.721	0.588	0.529	2.18	0.496	77.2
MolT5-base 2023.10		8.1	0.769	24.458	0.721	0.588	0.529	2.18	0.496	77.2
MolT5-small 2023.10		7.9	0.755	25.988	0.703	0.568	0.517	2.49	0.482	72.1
T5-base 2024.02		6.9	0.762	24.95	0.731	0.605	0.545	2.48	0.499	66
T5-base 2023.10		6.9	0.762	24.95	0.731	0.605	0.545	2.48	0.499	66
T5-small 2023.10		6.4	0.741	27.703	0.704	0.578	0.525	2.89	0.479	60.8
GIT-Mol 2024.02		5.1	0.756	26.315	0.738	0.582	0.519	-	-	92.8
Llama2-7B 2024.02		2.2	0.693	36.77	0.808	0.717	0.609	4.9	0.149	76.1
GPT-3.5-turbo 2024.02		1.9	0.489	52.13	0.705	0.462	0.367	2.05	0.479	80.2
GPT-3.5-turbo 2023.10		1.9	0.489	52.13	0.705	0.462	0.367	2.05	0.479	80.2
RNN 2023.10		0.5	0.652	38.09	0.591	0.4	0.362	4.55	0.409	54.2
Transformer 2024.02		0	0.499	57.66	0.48	0.32	0.217	11.32	0.277	90.6
Llama2-7B 2024.02		0	0.104	84.18	0.243	0.119	0.089	42.01	0.148	63.1
Transformer 2023.10		0	0.499	57.66	0.48	0.32	0.217	11.32	0.277	90.6