Traffic Forecasting on METR-LA 30min horizon 6 benchmark leaderboard · SOTA2 Research

Traffic Forecasting on METR-LA 30min horizon 6

0.066MAEFreTS

Evaluation Results

Method	Links
FreTS2023.11		0.066	0.14	—
StemGNN2023.11		0.069	0.141	—
FEDformer2023.11		0.073	0.145	—
STGCN2023.11		0.08	0.177	—
AGCRN2023.11		0.086	0.165	—
Autoformer2023.11		0.091	0.162	—
Informer2023.11		0.094	0.176	—
Reformer2023.11		0.097	0.176	—
MTGNN2023.11		0.144	0.307	—
Graph WaveNet2023.11		0.184	0.375	—
DCRNN2023.11		0.191	0.243	—
MegaCRN2022.11		2.93	6.06	7.96
STAEformer2023.08		2.97	6	8.13
STAEFormer2024.01		3	6.12	8.34
StemGNN2022.11		3.01	6.03	8.23
PM-MemNet2022.11		3.03	6.29	8.42
MTGNN2024.01		3.03	6.09	8.26
Cy2Mixer2024.01		3.03	6.22	8.48
MTGNN2022.11		3.05	6.17	8.19
GTS2022.11		3.05	6.22	8.28
MTGNN2023.08		3.05	6.13	8.16
GW-Net2022.11		3.07	6.22	8.37
GWNet2023.08		3.08	6.2	8.47
GMAN2022.11		3.12	6.49	8.73
DCRNN2023.08		3.12	6.27	8.42
GMAN2023.08		3.12	6.49	8.73
HIEST2024.01		3.13	6.23	8.62
GTS2023.08		3.14	6.33	8.62
DCRNN2022.11		3.15	6.45	8.8
STGCN2023.08		3.15	6.35	8.62
STTN2022.11		3.16	6.5	8.53
STNorm2023.08		3.18	6.59	8.47
STID2023.08		3.19	6.57	9.39
AGCRN2023.08		3.2	6.52	9
PDFormer2023.08		3.2	6.46	9.19
PDFormer2024.01		3.23	6.64	9.16
HGCN2024.01		3.23	6.48	9.06
CCRNN2022.11		3.24	6.54	8.9
AGCRN2022.11		3.25	6.57	8.99
STGCN2022.11		3.47	7.24	9.57
GMAN2024.01		3.95	6.93	11.79
STGNCDE2024.01		4	8.59	9.86
HA2022.11		4.16	7.8	13
HI2023.08		6.8	14.21	16.72