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Traffic flow prediction on PeMS04 (test)

17.8MAE

STD-MAE

Updated 1mo ago

Evaluation Results

Method	Links
STD-MAE 2025.04		17.8	11.97	29.25
STEI-PCN 2025.04		17.8	11.74	29.16
DTRformer 2025.04		18	12.3	29.58
HTVGNN 2025.04		18.01	11.89	29.81
STEP 2025.04		18.2	12.48	29.71
STAEformer 2025.04		18.22	11.98	30.18
STID 2025.04		18.29	12.46	29.86
PDFormer 2025.04		18.32	12.1	29.97
PDFormer 2023.01		18.321	12.103	29.965
STPGCN 2025.04		18.46	12.01	30.15
GWN 2025.04		18.53	12.89	29.92
ASTGNN 2023.01		18.601	12.63	31.028
STWave 2025.04		18.68	12.62	30.62
DGCRN 2025.04		18.84	12.92	30.48
TFormer 2023.01		18.916	12.711	31.349
STNorm 2025.04		18.96	12.69	30.98
MTGNN 2023.01		19.076	12.961	31.564
GMAN 2023.01		19.139	13.192	31.601
GMAN 2025.04		19.14	13.19	31.6
MTGNN 2025.04		19.17	13.37	31.7
STGNCDE 2023.01		19.211	12.772	31.088
SSGCRTN 2025.04		19.28	12.68	31.17
DSTAGNN 2025.04		19.3	12.7	31.46
GWNET 2023.01		19.358	13.301	31.719
AGCRN 2025.04		19.38	13.4	31.25
STTN 2023.01		19.478	13.631	31.91
Z-GCNETs 2025.04		19.5	12.78	31.61
STGCN 2025.04		19.57	13.44	31.38
DCRNN 2025.04		19.63	13.59	31.26
STFGNN 2023.01		19.83	13.021	31.87
STFGCN 2025.04		19.83	13.02	31.88
STGODE 2023.01		20.849	13.781	32.825
STSGCN 2023.01		21.185	13.882	33.649
STSGCN 2025.04		21.19	13.9	33.65
STGCN 2023.01		21.758	13.874	34.769
DCRNN 2023.01		22.737	14.751	36.575
ASTGCN 2025.04		22.93	16.56	35.22
VAR 2023.01		23.75	18.09	36.66
SVR 2023.01		28.66	19.15	44.59