Heat Diffusion Prediction on Heat Diffusion Random Regularly-sampled (Extrapolation)
0.047L1 ErrorNDCN
Evaluation Results
| Method | Links | |
|---|---|---|
| NDCNnumber of parameters=9012019.08 | 0.047 | |
| GRU-GNNnumber of parameters=647702019.08 | 0.091 | |
| NDCNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 0.18 | |
| LSTM-GNNnumber of parameters=848902019.08 | 0.216 | |
| RNN-GNNnumber of parameters=245302019.08 | 0.25 | |
| GRU-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 0.349 | |
| LSTM-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 0.824 | |
| RNN-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 0.957 |