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ResearchFormerly WizWand

Multi-step climate factor forecasting on NOAA

1.6337MAENDE
1.4385482.7558244.07315.390376Nov 11, 2021
Updated 8mo ago

Evaluation results

MethodLinks
NDENumber of Parameters=53,5852021.111.6337
NDE (with only f)Number of Parameters=85,0892021.111.8039
NDE (without f)Number of Parameters=37,7132021.111.889
GRU-GNNNumber of Parameters=87,8092021.111.9906
GRUNumber of Parameters=87,8092021.112.1406
NDCNNumber of Parameters=36,6572021.112.2967
LSTM-GNNNumber of Parameters=117,0572021.112.3955
LSTMNumber of Parameters=117,0572021.112.4247
MLPNumber of Parameters=4,6732021.113.2582
RNNNumber of Parameters=29,3132021.114.5232
RNN-GNNNumber of Parameters=29,3132021.116.5125