Multivariate Time Series Forecasting on METR-LA (test) benchmark leaderboard · SOTA2 Research

Multivariate Time Series Forecasting on METR-LA (test)

0.05MAEFourierGNN

Evaluation Results

Method	Links
FourierGNN2023.11		0.05	0.113	86.3
StemGNN2023.11		0.052	0.115	86.39
STGCN2023.11		0.058	0.133	59.02
AGCRN2023.11		0.062	0.131	24.96
CoST2023.11		0.064	0.118	88.44
FourierGNN2023.11		0.066	0.14	87.97
StemGNN2023.11		0.069	0.141	87.71
Informer2023.11		0.076	0.141	69.96
FourierGNN2023.11		0.076	0.159	88.99
CoST2023.11		0.077	0.141	89.63
STGCN2023.11		0.08	0.177	60.67
StemGNN2023.11		0.08	0.162	89
FourierGNN2023.11		0.084	0.165	89.69
AGCRN2023.11		0.086	0.165	27.62
Informer2023.11		0.088	0.163	70.94
CoST2023.11		0.088	0.159	90.56
StemGNN2023.11		0.093	0.175	90.25
Informer2023.11		0.096	0.178	72.26
CoST2023.11		0.097	0.171	91.42
AGCRN2023.11		0.099	0.188	29.72
Informer2023.11		0.1	0.19	72.54
STGCN2023.11		0.102	0.209	62.08
AGCRN2023.11		0.109	0.204	31.73
STGCN2023.11		0.128	0.238	63.81
MTGNN2023.11		0.135	0.294	17.99
MTGNN2023.11		0.144	0.307	18.82
MTGNN2023.11		0.149	0.328	19.38
MTGNN2023.11		0.153	0.316	19.92
DCRNN2023.11		0.16	0.204	80
GraphWaveNet2023.11		0.18	0.366	21.9
GraphWaveNet2023.11		0.184	0.375	22.95
DCRNN2023.11		0.191	0.243	83.15
GraphWaveNet2023.11		0.196	0.382	23.61
GraphWaveNet2023.11		0.202	0.386	24.14
DCRNN2023.11		0.216	0.269	85.72
DCRNN2023.11		0.241	0.291	88.25