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One-step forecasting on SD
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0.3561
MSE
NDE
0.342316
0.435358
0.5284
0.621442
Nov 11, 2021
MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
NDE
#Params=9,934
2021.11
0.3561
DPGN
#Params=45,696
2021.11
0.5149
RNN-GNN
#Params=29,825
2021.11
0.5291
NDCN
#Params=75,525
2021.11
0.5296
RNN
#Params=29,825
2021.11
0.5411
NDE(without f)
#Params=1,454
2021.11
0.5522
LSTM
#Params=119,105
2021.11
0.5651
GRU-GNN
#Params=89,345
2021.11
0.5705
GRU
#Params=89,345
2021.11
0.5749
LSTM-GNN
#Params=119,105
2021.11
0.5754
MLP
#Params=4,865
2021.11
0.5863
NDE(with only f)
#Params=9,889
2021.11
0.6009
GN-skip
#Params=45,696
2021.11
0.6543
GN-only
#Params=45,696
2021.11
0.7007
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