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ResearchFormerly WizWand

Multi-step forecasting on LA

0.7594MSENDE
0.7361160.8932831.050451.207617Nov 11, 2021
Updated 8mo ago

Evaluation results

MethodLinks
NDE#Params=4,8942021.110.7594
NDE(with only f)#Params=4,8512021.110.8635
DPGN#Params=45,6962021.110.8677
NDE(without f)#Params=4922021.110.973
GN-skip#Params=45,6962021.111.0257
LSTM-GNN#Params=119,1052021.111.1392
GRU-GNN#Params=89,3452021.111.1722
RNN-GNN#Params=29,8252021.111.1844
NDCN#Params=75,5252021.111.2588
MLP#Params=4,8652021.111.2766
RNN#Params=29,8252021.111.2869
GRU#Params=89,3452021.111.2872
LSTM#Params=119,1052021.111.3043
GN-only#Params=45,6962021.111.3415