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Multi-step forecasting on SD
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0.6714
MSE
DPGN
0.656568
0.756684
0.8568
0.956916
Nov 11, 2021
MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
DPGN
#Params=45,696
2021.11
0.6714
NDE
#Params=9,934
2021.11
0.7301
GRU-GNN
#Params=89,345
2021.11
0.7414
NDCN
#Params=75,525
2021.11
0.7542
RNN-GNN
#Params=29,825
2021.11
0.7862
LSTM-GNN
#Params=119,105
2021.11
0.7954
NDE(with only f)
#Params=9,889
2021.11
0.796
NDE(without f)
#Params=1,454
2021.11
0.8731
LSTM
#Params=119,105
2021.11
0.8811
GRU
#Params=89,345
2021.11
0.8852
RNN
#Params=29,825
2021.11
0.9065
GN-skip
#Params=45,696
2021.11
0.9872
MLP
#Params=4,865
2021.11
1.003
GN-only
#Params=45,696
2021.11
1.0422
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