Molecular property prediction on QM9 110K molecules (train) benchmark leaderboard · SOTA2 Research

Molecular property prediction on QM9 110K molecules (train)

0.0529Dipole Moment (μ)PhysNet

Evaluation Results

Method	Links
PhysNet2020.09		0.0529	0.0615	32.9	27.4	42.5	0.765	1.39	8.15	8.34	8.42	9.4	0.028
Cormorant2020.09		0.038	0.085	34	38	61	0.961	2.03	22	21	21	20	0.026
SchNet2020.09		0.033	0.235	41	34	63	0.073	1.7	14	19	14	14	0.033
enn-s2s2020.09		0.03	0.092	43	37	69	0.18	1.5	19	19	17	19	0.04
NMP-edge2020.09		0.029	0.077	36.7	30.8	58	0.072	1.49	10.5	10.6	11.3	12.2	0.032
DimeNet2020.09		0.0286	0.0469	27.8	19.7	34.8	0.331	1.29	8.02	7.89	8.11	8.98	0.0249
HMGNN-22020.09		0.0283	0.0647	26.31	21.42	35.02	0.6	1.34	9.06	11	8.37	11.06	0.025
HMGNN-12020.09		0.0276	0.0571	24.94	20.72	33.44	0.43	1.24	6.19	7.22	6.35	7.95	0.0241
HMGNN2020.09		0.0272	0.0561	24.78	20.61	33.31	0.416	1.18	5.92	6.85	6.08	7.61	0.0233