Multi-step forecasting on SD
0.6714MSEDPGN
Evaluation results
| Method | Links | |
|---|---|---|
| DPGN#Params=45,6962021.11 | 0.6714 | |
| NDE#Params=9,9342021.11 | 0.7301 | |
| GRU-GNN#Params=89,3452021.11 | 0.7414 | |
| NDCN#Params=75,5252021.11 | 0.7542 | |
| RNN-GNN#Params=29,8252021.11 | 0.7862 | |
| LSTM-GNN#Params=119,1052021.11 | 0.7954 | |
| NDE(with only f)#Params=9,8892021.11 | 0.796 | |
| NDE(without f)#Params=1,4542021.11 | 0.8731 | |
| LSTM#Params=119,1052021.11 | 0.8811 | |
| GRU#Params=89,3452021.11 | 0.8852 | |
| RNN#Params=29,8252021.11 | 0.9065 | |
| GN-skip#Params=45,6962021.11 | 0.9872 | |
| MLP#Params=4,8652021.11 | 1.003 | |
| GN-only#Params=45,6962021.11 | 1.0422 |