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Spatio-Temporal Forecasting on PEMS08 N=170, C=3 (test)
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5.64
MAE
Double-Diffusion
5.4008
7.0154
8.63
10.2446
Jun 29, 2025
MAE
RMSE
CRPS
Updated 17d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
CRPS
Double-Diffusion
Model Type=Probabilistic
2025.06
5.64
14.41
4.46
CSDI
Model Type=Probabilistic
2025.06
5.67
14.48
4.55
DiffSTG
Model Type=Probabilistic
2025.06
6.03
15.13
4.8
GMAN
Model Type=Deterministic
2025.06
6.25
15.56
-
GMSDR
Model Type=Deterministic
2025.06
6.41
15.64
-
DeepAR
Model Type=Probabilistic
2025.06
8.67
22.24
7.19
DLinear
Model Type=Deterministic
2025.06
9.24
22.09
-
STGCN
Model Type=Deterministic
2025.06
9.76
24.02
-
MC Dropout
Model Type=Probabilistic
2025.06
11.62
26.52
9.38
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