Traffic Forecasting on PeMSD4 (test)

19.13MAESTG-NRDE

Evaluation Results

Method
STG-NRDE2023.03	19.13	30.94	12.68
TrafficTransformer2023.03	19.16	30.57	13.7
S2TAT2023.03	19.19	31.05	12.77
STG-NCDE2021.12	19.21	31.09	12.76
STG-NCDE2023.03	19.21	31.09	12.76
DSTAGNN2023.03	19.3	31.46	12.7
MTGNN2023.03	19.32	31.57	13.52
STG-NRDE2023.03	19.46	31.41	13.13
STTN2023.03	19.48	31.91	13.63
Z-GCNETs2021.12	19.5	31.61	12.78
Z-GCNETS2023.03	19.5	31.61	12.78
AGCRN2021.12	19.83	32.26	12.97
AGCRN2023.03	19.83	32.26	12.97
STG-NCDE2021.12	19.86	31.92	13.35
STFGNN2021.12	20.48	32.51	16.77
STFGNN2023.03	20.48	32.51	16.77
GMSDR2023.03	20.49	32.13	14.15
STGODE2021.12	20.84	32.82	13.77
STGODE2023.03	20.84	32.82	13.77
STGCN2021.12	21.16	34.89	13.83
STGCN2023.03	21.16	34.89	13.83
STSGCN2021.12	21.19	33.65	13.9
STSGCN2023.03	21.19	33.65	13.9
DCRNN2021.12	21.22	33.44	14.17
DCRNN2023.03	21.22	33.44	14.17
LSGCN2021.12	21.53	33.86	13.18
LSGCN2023.03	21.53	33.86	13.18
DSANet2021.12	22.79	35.77	16.03
DSANet2023.03	22.79	35.77	16.03
TCN(w/o causal)2021.12	22.81	36.87	14.31
TCN2023.03	22.81	36.87	14.31
ASTGCN(r)2021.12	22.93	35.22	16.56
ASTGCN(r)2023.03	22.93	35.22	16.56
TCN2021.12	23.22	37.26	15.59
TCN2023.03	23.22	37.26	15.59
GRU-ED2021.12	23.68	39.27	16.44
GRU-ED2023.03	23.68	39.27	16.44
MSTGCN2021.12	23.96	37.21	14.33
MSTGCN2023.03	23.96	37.21	14.33
VAR2021.12	24.54	38.61	17.24
VAR2023.03	24.54	38.61	17.24
GraphWaveNet2021.12	24.89	39.66	17.29
GraphWaveNet2023.03	24.89	39.66	17.29
STG2Seq2021.12	25.2	38.48	18.77
STG2Seq2023.03	25.2	38.48	18.77
STG-NRDE2023.03	26.17	40.61	18.09
STG-NCDE2021.12	26.31	40.97	17.95
FC-LSTM2021.12	26.77	40.65	18.23
FC-LSTM2023.03	26.77	40.65	18.23
ARIMA2021.12	33.73	48.8	24.18
ARIMA2023.03	33.73	48.8	24.18
HA2021.12	38.03	59.24	27.88
HA2023.03	38.03	59.24	27.88