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ResearchFormerly WizWand

Traffic flow forecasting on PeMS08

23.22RMSEPM-DMNet(R)
21.779231.504641.2350.9554Jun 24, 2021Feb 16, 2022Oct 11, 2022Jun 5, 2023Jan 28, 2024Sep 21, 2024May 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
PM-DMNet(R)variant=Recursive2024.0823.2213.48.87
PM-DMNet(P)variant=PMP2024.0823.3513.559.04
STWave2024.0823.413.428.9
MegaCRN2024.0824.1515.199.88
LLGFormer2025.0524.2115.1610.08
MTGNN2025.0524.2515.3110.21
LSTAN-GERPE2025.0524.3314.910.04
STFAN2025.0524.5715.569.8
WOAAGCRTN2025.0524.6715.279.96
STA-GCNT2025.0524.8315.249.96
Traffic-Transformer2025.0524.8815.199.93
TMGCN2025.0524.9215.7310.53
AGCRN2024.0825.2215.9510.09
STESHTN2025.0525.615.9210.96
STGODE2021.0625.9716.8110.62
STGODE2024.0825.9716.8110.62
STGODE2025.0526.116.8110.62
ASTGCN(r)2021.0626.2216.6410.6
STFGNN2024.0826.2516.9410.6
DCRNN2024.0826.3616.8210.92
LSGCN2024.0826.7617.7311.2
STSGCN2025.0526.7917.1310.96
STSGCN2021.0626.817.1310.96
STSGCN2024.0826.817.1310.96
STGCN2025.0526.9717.4511.1
STGCN2024.0827.0917.511.29
DCRNN2025.0527.2917.511.08
DCRNN2021.0627.8317.4611.39
STGCN2021.0627.8818.1111.34
ASTGCNvariant=r2024.0828.0618.2511.64
VAR2024.0829.8119.1913.1
Graph WaveNet2021.0630.0418.2812.15
GWN2024.0830.0518.2812.15
VAR2025.0533.8322.3214.47
LSTM2024.0835.1723.0914.99
TCN2024.0835.7922.7214.03
SVR2024.0836.1623.2514.64
ARIMA2021.0644.3231.0922.73
ARIMA2024.0844.3231.0922.73
HA2024.0859.2434.8627.88