Molecular Property Prediction on QM9 2014 (test) benchmark leaderboard · SOTA2 Research

Molecular Property Prediction on QM9 2014 (test)

0.0529Dipole Moment (mu)PhysNet

Evaluation Results

Method	Links
PhysNet2022.10		0.0529	0.0615	32.9	24.7	42.5	0.765	1.39	8.15	8.34	8.42	9.4	0.028
InfoGraph2022.10		0.041	0.099	48.1	38.1	72.2	0.114	1.69	16.4	14.9	14.5	16.5	0.03
LieTF2022.10		0.041	0.082	33	27	51	0.448	2.1	17	16	17	19	0.035
EdgePred2022.10		0.039	0.086	37.4	31.9	58.2	0.112	1.81	14.7	14.2	14.8	14.5	0.038
GPT-GNN2022.10		0.039	0.103	35.7	28.8	54.1	0.158	1.75	12	24.8	14.8	12.2	0.032
Cormorant2022.10		0.038	0.085	34	38	61	0.961	2.027	22	21	21	20	0.026
Transformer-M2022.10		0.037	0.041	17.5	16.2	27.4	0.075	1.18	9.37	9.41	9.39	9.63	0.022
GEM2022.10		0.034	0.081	33.8	27.7	52.1	0.089	1.73	13.4	12.6	13.3	13.2	0.035
3D Infomax2022.10		0.034	0.075	29.8	25.7	48.8	0.122	1.67	12.7	12.5	12.4	13	0.033
Schnet2022.10		0.033	0.235	41	34	63	0.073	1.7	14	19	14	14	0.033
GraphMVP2022.10		0.031	0.07	28.5	26.3	46.9	0.082	1.63	10.2	10.3	10.4	11.2	0.033
DimeNet++2022.10		0.0297	0.0435	24.6	19.5	32.6	0.331	1.21	6.32	6.28	6.53	7.56	0.023
EGNN2022.10		0.029	0.071	29	25	48	0.106	1.55	11	12	12	12	0.031
GraphCL2022.10		0.027	0.066	26.8	22.9	45.5	0.095	1.42	9.6	9.7	9.6	10.2	0.028
NoisyNode2022.10		0.025	0.052	20.4	18.6	28.6	0.7	1.16	7.3	7.57	7.43	8.3	0.025
PosPred2022.10		0.024	0.067	25.1	20.9	40.6	0.115	1.46	10.2	10.3	10.2	10.9	0.035
AttrMask2022.10		0.02	0.072	31.3	37.8	50	0.423	1.9	10.7	10.8	11.4	11.2	0.062
3D-MGP2022.10		0.02	0.057	21.3	18.2	37.1	0.092	1.38	8.6	8.6	8.7	9.3	0.026
PaiNN2022.10		0.012	0.045	27.6	20.4	45.7	0.066	1.28	5.85	5.83	5.98	7.35	0.024
TorchMD-Net2022.10		0.011	0.059	20.3	17.5	36.1	0.033	1.84	6.15	6.38	6.16	7.62	0.026