Gene Regulation Prediction on Gene Regulation Community Regularly-sampled (Extrapolation)
0.029L1 ErrorNDCN
Evaluation Results
| Method | Links | |
|---|---|---|
| NDCNnumber of parameters=9012019.08 | 0.029 | |
| RNN-GNNnumber of parameters=245302019.08 | 0.111 | |
| LSTM-GNNnumber of parameters=848902019.08 | 0.112 | |
| GRU-GNNnumber of parameters=647702019.08 | 0.351 | |
| GRU-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 0.51 | |
| NDCNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 0.528 | |
| RNN-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 1.14 | |
| LSTM-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 3.463 |