Traffic Forecasting on PeMSD3 (test)

15.5MAESTG-NRDE

Evaluation Results

Method
STG-NRDE2023.03	15.5	27.06	14.9
STG-NCDE2021.12	15.57	27.09	15.06
DSTAGNN2023.03	15.57	27.21	14.68
STG-NCDE2023.03	15.57	27.09	15.06
STG-NRDE2023.03	15.79	26.88	15.45
GMSDR2023.03	15.84	27.05	15.27
STG-NCDE2021.12	15.92	27.17	15.14
AGCRN2021.12	15.98	28.25	15.23
AGCRN2023.03	15.98	28.25	15.23
S2TAT2023.03	16.02	27.21	15.75
TrafficTransformer2023.03	16.39	27.87	15.84
MTGNN2023.03	16.46	28.56	16.46
STGODE2021.12	16.5	27.84	16.69
STGODE2023.03	16.5	27.84	16.69
Z-GCNETs2021.12	16.64	28.15	16.39
Z-GCNETS2023.03	16.64	28.15	16.39
STFGNN2021.12	16.77	28.34	16.3
STFGNN2023.03	16.77	28.34	16.3
ASTGCN(r)2021.12	17.34	29.56	17.21
ASTGCN(r)2023.03	17.34	29.56	17.21
STSGCN2021.12	17.48	29.21	16.78
STSGCN2023.03	17.48	29.21	16.78
STTN2023.03	17.51	29.55	17.36
STGCN2021.12	17.55	30.42	17.34
STGCN2023.03	17.55	30.42	17.34
LSGCN2021.12	17.94	29.85	16.98
LSGCN2023.03	17.94	29.85	16.98
DCRNN2021.12	17.99	30.31	18.34
DCRNN2023.03	17.99	30.31	18.34
TCN(w/o causal)2021.12	18.87	32.24	18.63
TCN2023.03	18.87	32.24	18.63
STG2Seq2021.12	19.03	29.83	21.55
STG2Seq2023.03	19.03	29.83	21.55
GRU-ED2021.12	19.12	32.85	19.31
GraphWaveNet2021.12	19.12	32.77	18.89
GRU-ED2023.03	19.12	32.85	19.31
GraphWaveNet2023.03	19.12	32.77	18.89
TCN2021.12	19.32	33.55	19.93
TCN2023.03	19.32	33.55	19.93
MSTGCN2021.12	19.54	31.93	23.86
MSTGCN2023.03	19.54	31.93	23.86
STG-NCDE2021.12	20.44	32.82	20.03
STG-NRDE2023.03	20.44	33.22	20.1
DSANet2021.12	21.29	34.55	23.21
DSANet2023.03	21.29	34.55	23.21
FC-LSTM2021.12	21.33	35.11	23.33
FC-LSTM2023.03	21.33	35.11	23.33
VAR2021.12	23.65	38.26	24.51
VAR2023.03	23.65	38.26	24.51
HA2021.12	31.58	52.39	33.78
HA2023.03	31.58	52.39	33.78
ARIMA2021.12	35.41	47.59	33.78
ARIMA2023.03	35.41	47.59	33.78