Traffic Forecasting on NAVER-Seoul benchmark leaderboard · SOTA2 Research

Traffic Forecasting on NAVER-Seoul

4.5MAEGWNet

Evaluation Results

Method	Links
GWNet2021.10		4.5	14.42	6.61
PM-MemNet2021.10		4.52	14.27	6.67
ST-Sheaf2026.04		4.52	14.23	6.6
PM-MemNet2021.10		4.57	14.43	6.72
STGCN2021.10		4.63	14.49	6.92
STGCN2026.04		4.63	14.49	6.92
STGCN2021.10		4.69	14.54	7.02
PM-MemNet2021.10		4.69	14.97	7.28
STDN2026.04		4.73	14.46	6.82
DCRNN2021.10		4.86	15.35	7.12
DCRNN2026.04		4.86	15.35	7.12
GCRNN2021.10		4.87	15.23	7.18
SGP2026.04		4.87	15.63	7.28
GMAN2021.10		4.9	15.72	7.64
ASTGCN2021.10		4.91	15.55	7.23
GWNet2021.10		4.91	14.86	7.24
GW-Net2026.04		4.91	14.86	7.24
DCRNN2021.10		4.92	15.54	7.2
GCRNN2021.10		5	15.75	7.34
PM-MemNet2021.10		5.01	16.1	7.82
ST-Sheaf2026.04		5.01	16.06	7.72
PM-MemNet2021.10		5.04	16.34	7.86
ASTGCN2021.10		5.09	16.14	7.44
ASTGCN2026.04		5.09	16.14	7.44
ST-Sheaf2026.04		5.11	16.91	8.32
STDN2026.04		5.12	16.12	7.95
GMAN2021.10		5.2	16.98	8.32
GMAN2026.04		5.2	16.98	8.32
PM-MemNet2021.10		5.24	16.94	8.39
GWNet2021.10		5.26	16.16	8.13
GW-Net2026.04		5.26	16.16	8.13
MLP2021.10		5.28	16.69	7.78
MLP2021.10		5.28	16.86	7.78
CITRUS2026.04		5.29	16.78	7.8
PM-MemNet2021.10		5.3	17.03	8.51
GMAN2021.10		5.35	17.47	8.67
GMAN2026.04		5.35	17.47	8.67
PM-MemNet2021.10		5.4	17.44	8.68
GMAN2021.10		5.48	17.89	8.94
GMAN2026.04		5.48	17.89	8.94
SGP2026.04		5.48	18.12	8.61
STGCN2021.10		5.5	17.37	8.83
STGCN2026.04		5.5	17.37	8.83
ARIMA2026.04		5.51	15.33	8.15
GWNet2021.10		5.55	16.97	8.77
GW-Net2026.04		5.55	16.97	8.77
GMAN2021.10		5.58	18.18	9.09
DCRNN2021.10		5.67	18.38	8.8
DCRNN2026.04		5.67	18.38	8.8
ASTGCN2021.10		5.71	18.78	8.73
ASTGCN2026.04		5.71	18.78	8.73
GCRNN2021.10		5.73	18.17	9.03
GWNet2021.10		5.87	17.89	9.33
STDN2026.04		5.94	18.01	9.02
SGP2026.04		6.01	20.04	9.64
ARIMA2026.04		6.11	18.45	9.22
MLP2021.10		6.13	20.05	9.51
CITRUS2026.04		6.17	20.2	9.56
HA2021.10		6.22	19.68	9.54
ASTGCN2021.10		6.22	20.37	9.58
ASTGCN2026.04		6.22	20.37	9.58
DCRNN2021.10		6.4	21.09	10.06
DCRNN2026.04		6.4	21.09	10.06
HA2021.10		6.54	18.24	9.32
GCRNN2021.10		6.58	20.95	10.58
ASTGCN2021.10		6.76	21.83	10.32
STGCN2021.10		6.77	20.42	10.89
STGCN2026.04		6.77	20.42	10.89
DCRNN2021.10		6.86	22.74	10.69
MLP2021.10		7.08	23.44	11.13
GCRNN2021.10		7.14	22.86	11.43
HA2021.10		7.16	20.15	10.18
CITRUS2026.04		7.16	24.1	11.31
MLP2021.10		7.79	26.08	12.17
ARIMA2026.04		7.85	22.16	12.23
STGCN2021.10		8.06	22.93	12.86
HA2021.10		8.22	23.37	11.54
HA2021.10		9.24	26.4	12.77