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Multivariate Time Series Forecasting Accuracy on PEMS07 (MAE/RMSE/MAPE)

18.31MAE@3

STID

Updated 4d ago

Evaluation Results

Method	Links
STID 2022.08		18.31	19.59	21.52	19.54	30.39	32.9	36.29	32.85	7.72	8.3	9.15	8.25
GWNet 2022.08		18.69	20.26	22.79	20.25	30.69	33.37	37.11	33.32	8.02	8.56	9.73	8.63
STNorm 2022.08		19.15	20.63	22.6	20.52	31.7	35.1	38.65	34.85	8.26	8.84	9.6	8.77
MTGNN 2022.08		19.23	20.83	23.6	20.94	31.15	33.93	38.1	34.03	8.55	9.3	10.1	9.1
GMAN 2022.08		19.25	20.33	22.25	20.43	31.2	33.3	36.4	33.3	8.21	8.63	9.48	8.69
AGCRN 2022.08		19.31	20.7	22.74	20.64	31.68	34.52	37.94	34.39	8.18	8.66	9.71	8.74
DCRNN 2022.08		19.45	21.18	24.14	21.2	31.39	34.42	38.84	34.43	8.29	9.01	10.42	9.06
StemGNN 2022.08		19.74	22.07	26.2	22.23	32.32	36.16	42.32	36.46	8.27	9.2	11	9.2
STGCN 2022.08		20.33	21.66	24.16	21.71	32.73	35.35	39.48	35.41	8.68	9.16	10.26	9.25
LSTM 2022.08		20.42	23.18	28.73	23.54	33.21	37.54	45.63	38.2	8.79	9.8	12.23	9.96
VAR 2022.08		32.02	35.18	38.37	37.06	48.83	52.91	56.82	55.73	18.3	20.54	22.04	19.93
HI 2022.08		49.02	49.03	49.06	49.04	71.16	71.18	71.2	71.18	22.73	22.75	22.79	22.75