Multivariate Time Series Forecasting on COVID-19 (test) benchmark leaderboard · SOTA2 Research

Multivariate Time Series Forecasting on COVID-19 (test)

0.071MAEFourierGNN

Evaluation Results

Method	Links
FourierGNN2023.11		0.071	0.103	61.02
GraphWaveNet2023.11		0.092	0.129	53
FourierGNN2023.11		0.093	0.131	65.72
FourierGNN2023.11		0.109	0.148	69.59
CoST2023.11		0.122	0.246	68.74
FourierGNN2023.11		0.123	0.168	71.52
AGCRN2023.11		0.13	0.172	76.73
GraphWaveNet2023.11		0.133	0.179	65.11
TAMP-S2GCNets2023.11		0.14	0.19	50.01
TAMP-S2GCNets2023.11		0.15	0.2	55.72
CoST2023.11		0.157	0.318	72.84
TAMP-S2GCNets2023.11		0.17	0.23	71.78
GraphWaveNet2023.11		0.171	0.225	80.91
AGCRN2023.11		0.171	0.218	79.07
TAMP-S2GCNets2023.11		0.18	0.23	65.76
CoST2023.11		0.183	0.364	77.04
GraphWaveNet2023.11		0.201	0.255	100.83
CoST2023.11		0.202	0.377	80.81
AGCRN2023.11		0.224	0.277	82.9
StemGNN2023.11		0.247	0.318	99.98
AGCRN2023.11		0.254	0.309	83.37
MTGNN2023.11		0.276	0.379	91.42
StemGNN2023.11		0.344	0.429	125.81
StemGNN2023.11		0.359	0.442	131.14
MTGNN2023.11		0.394	0.488	88.13
StemGNN2023.11		0.421	0.508	141.01
MTGNN2023.11		0.446	0.513	133.49
MTGNN2023.11		0.484	0.548	139.52