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ResearchFormerly WizWand

Bioactivity Prediction on MolVision BACE-V, BBBP-V, HIV-V, ClinTox-V, Tox21-V

90ACC (BACE-V)MolSight

Evaluation results

Method	Links
MolSight2026.07		90	90	93	96	96	94	88	93	99	84	93	91
BLIP-22026.07		86	83	93	96	92	76	89	93	99	80	92	86
mPlugOWL22026.07		86	82	90	88	90	91	89	92	94	96	89	89
LLaVA-1.5-13B2026.07		84	83	86	88	80	81	70	72	92	93	82	83
MolCA2026.07		79	73	74	72	89	84	93	84	80	72	83	77
Qwen-VL2026.07		78	78	70	72	60	61	71	64	75	64	71	68
CogVLM2026.07		72	71	78	82	85	83	88	90	93	93	83	84
LLaMA-Adapter-v2-7B2026.07		52	48	45	46	43	42	58	62	68	69	53	53
ChemLLM2026.07		18	12	12	8	19	9	21	13	18	9	17	10