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ResearchFormerly WizWand

Heat Diffusion Prediction on Heat Diffusion Random Regularly-sampled (Extrapolation)

0.047L1 ErrorNDCN
0.01060.25630.5020.7477Aug 18, 2019
Updated 8mo ago

Evaluation results

MethodLinks
NDCNnumber of parameters=9012019.080.047
GRU-GNNnumber of parameters=647702019.080.091
NDCNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.080.18
LSTM-GNNnumber of parameters=848902019.080.216
RNN-GNNnumber of parameters=245302019.080.25
GRU-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.080.349
LSTM-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.080.824
RNN-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.080.957