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Multi-step forecasting on LA
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0.7594
MSE
NDE
0.736116
0.893283
1.05045
1.207617
Nov 11, 2021
MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
NDE
#Params=4,894
2021.11
0.7594
NDE(with only f)
#Params=4,851
2021.11
0.8635
DPGN
#Params=45,696
2021.11
0.8677
NDE(without f)
#Params=492
2021.11
0.973
GN-skip
#Params=45,696
2021.11
1.0257
LSTM-GNN
#Params=119,105
2021.11
1.1392
GRU-GNN
#Params=89,345
2021.11
1.1722
RNN-GNN
#Params=29,825
2021.11
1.1844
NDCN
#Params=75,525
2021.11
1.2588
MLP
#Params=4,865
2021.11
1.2766
RNN
#Params=29,825
2021.11
1.2869
GRU
#Params=89,345
2021.11
1.2872
LSTM
#Params=119,105
2021.11
1.3043
GN-only
#Params=45,696
2021.11
1.3415
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