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One-step forecasting on LA
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0.2621
MSE
NDE
0.244556
0.362978
0.4814
0.599822
Nov 11, 2021
MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
NDE
#Params=4,894
2021.11
0.2621
NDE(with only f)
#Params=4,851
2021.11
0.3439
NDE(without f)
#Params=492
2021.11
0.3493
DPGN
#Params=45,696
2021.11
0.4435
NDCN
#Params=75,525
2021.11
0.538
GN-skip
#Params=45,696
2021.11
0.5654
GN-only
#Params=45,696
2021.11
0.6035
RNN
#Params=29,825
2021.11
0.6295
GRU
#Params=89,345
2021.11
0.6486
RNN-GNN
#Params=29,825
2021.11
0.6607
LSTM
#Params=119,105
2021.11
0.6723
MLP
#Params=4,865
2021.11
0.6902
GRU-GNN
#Params=89,345
2021.11
0.6914
LSTM-GNN
#Params=119,105
2021.11
0.7007
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