One-step forecasting on SD
0.3561MSENDE
Evaluation results
| Method | Links | |
|---|---|---|
| NDE#Params=9,9342021.11 | 0.3561 | |
| DPGN#Params=45,6962021.11 | 0.5149 | |
| RNN-GNN#Params=29,8252021.11 | 0.5291 | |
| NDCN#Params=75,5252021.11 | 0.5296 | |
| RNN#Params=29,8252021.11 | 0.5411 | |
| NDE(without f)#Params=1,4542021.11 | 0.5522 | |
| LSTM#Params=119,1052021.11 | 0.5651 | |
| GRU-GNN#Params=89,3452021.11 | 0.5705 | |
| GRU#Params=89,3452021.11 | 0.5749 | |
| LSTM-GNN#Params=119,1052021.11 | 0.5754 | |
| MLP#Params=4,8652021.11 | 0.5863 | |
| NDE(with only f)#Params=9,8892021.11 | 0.6009 | |
| GN-skip#Params=45,6962021.11 | 0.6543 | |
| GN-only#Params=45,6962021.11 | 0.7007 |