Gene Regulation Prediction on Gene Regulation Small World Regularly-sampled (Extrapolation)
0.055L1 ErrorNDCN
Evaluation Results
| Method | Links | |
|---|---|---|
| NDCNnumber of parameters=9012019.08 | 0.055 | |
| GRU-GNNnumber of parameters=647702019.08 | 0.388 | |
| RNN-GNNnumber of parameters=245302019.08 | 0.531 | |
| RNN-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 0.557 | |
| LSTM-GNNnumber of parameters=848902019.08 | 0.565 | |
| NDCNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 0.743 | |
| LSTM-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 1.792 | |
| GRU-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 2.012 |