Gene Regulation Prediction on Gene Regulation Grid Regularly-sampled (Extrapolation)
0.054L1 ErrorGRU-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| GRU-GNNnumber of parameters=647702019.08 | 0.054 | |
| RNN-GNNnumber of parameters=245302019.08 | 0.159 | |
| LSTM-GNNnumber of parameters=848902019.08 | 0.277 | |
| NDCNnumber of parameters=9012019.08 | 0.462 | |
| NDCNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 1.267 | |
| GRU-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 1.641 | |
| LSTM-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 1.883 | |
| RNN-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 1.906 |