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ResearchFormerly WizWand

Gene Regulation Prediction on Gene Regulation Grid Regularly-sampled (Extrapolation)

0.054L1 ErrorGRU-GNN
-0.020080.479960.981.48004Aug 18, 2019
Updated 8mo ago

Evaluation results

MethodLinks
GRU-GNNnumber of parameters=647702019.080.054
RNN-GNNnumber of parameters=245302019.080.159
LSTM-GNNnumber of parameters=848902019.080.277
NDCNnumber of parameters=9012019.080.462
NDCNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.081.267
GRU-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.081.641
LSTM-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.081.883
RNN-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.081.906