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Physicochemical Descriptor Prediction on PubChem 5k (test)

0.996MW Pearson Correlation

MolSight

Updated 23d ago

Evaluation Results

Method	Links
MolSight 2026.07		0.996	1.78	0.97	0.3	0.999	0.96	0.996	0.01	0.99	0.09	0.99	0.25	0.94	0.05	0.984	0.49
Chemprop 2026.07		0.99	1.63	0.98	0.16	0.99	0.91	0.99	0.03	0.99	0.03	0.99	0.05	0.89	0.07	0.974	0.41
ChemMLLM-34B 2026.07		0.98	11.57	0.93	0.53	0.98	3.54	0.96	0.11	0.96	0.53	0.97	0.75	0.93	0.05	0.959	2.43
ChemMLLM-7B 2026.07		0.97	16.17	0.92	0.7	0.97	6.06	0.96	0.13	0.94	0.79	0.94	1.62	0.91	0.06	0.944	3.64
Chemception 2026.07		0.87	44.75	0.62	1.23	0.84	14.45	0.81	0.58	0.84	0.29	0.73	7.57	-0.004	0.4	0.673	9.9
ChemVLM-8B 2026.07		0.84	56.94	0.38	1.68	0.26	53.66	0.49	1.35	0.32	27.27	0.1	45.88	-0.003	0.24	0.341	26.72
Qwen-VL-7B 2026.07		0.78	58.07	0.14	1.48	0.19	82.83	-0.02	1.42	0.05	30.56	0.19	145.4	0	-	0.19	-
InternVL-20B 2026.07		0.59	83.6	0.04	2.37	0.29	28.73	0.03	2.24	0.04	10.24	0.04	43.67	0.003	4.01	0.147	24.98
LLaVA-7B 2026.07		0.36	115.7	-0.003	1.61	0.01	99.14	0.004	3.74	0.04	23.71	0.04	39.99	-0.11	24.53	0.049	44.06