Spatio-temporal forecasting on Molene weather dataset (France)
0.352MAESTDN
Evaluation results
| Method | Links | |
|---|---|---|
| STDNPrediction step=step-12026.04 | 0.352 | |
| DCRNNPrediction step=step-12026.04 | 0.396 | |
| ST-SheafPrediction step=step-12026.04 | 0.396 | |
| ARIMAPrediction step=step-12026.04 | 0.445 | |
| CITRUSPrediction step=step-12026.04 | 0.497 | |
| SGPPrediction step=step-12026.04 | 0.522 | |
| ST-SheafPrediction step=step-22026.04 | 0.599 | |
| STDNPrediction step=step-22026.04 | 0.621 | |
| DCRNNPrediction step=step-22026.04 | 0.635 | |
| ARIMAPrediction step=step-22026.04 | 0.75 | |
| CITRUSPrediction step=step-22026.04 | 0.757 | |
| SGPPrediction step=step-22026.04 | 0.848 | |
| GW-NetPrediction step=step-12026.04 | 0.855 | |
| ST-SheafPrediction step=step-32026.04 | 0.859 | |
| DCRNNPrediction step=step-32026.04 | 0.907 | |
| STDNPrediction step=step-32026.04 | 0.924 | |
| GMANPrediction step=step-12026.04 | 0.962 | |
| ASTGCNPrediction step=step-12026.04 | 0.981 | |
| ARIMAPrediction step=step-32026.04 | 1.041 | |
| CITRUSPrediction step=step-32026.04 | 1.048 | |
| STGCNPrediction step=step-12026.04 | 1.066 | |
| ST-SheafPrediction step=step-42026.04 | 1.11 | |
| GW-NetPrediction step=step-22026.04 | 1.124 | |
| SGPPrediction step=step-32026.04 | 1.148 | |
| DCRNNPrediction step=step-42026.04 | 1.164 | |
| ARIMAPrediction step=step-42026.04 | 1.327 | |
| CITRUSPrediction step=step-42026.04 | 1.332 | |
| STDNPrediction step=step-42026.04 | 1.336 | |
| ASTGCNPrediction step=step-22026.04 | 1.342 | |
| ST-SheafPrediction step=step-52026.04 | 1.362 | |
| SGPPrediction step=step-42026.04 | 1.399 | |
| DCRNNPrediction step=step-52026.04 | 1.419 | |
| GMANPrediction step=step-22026.04 | 1.424 | |
| GW-NetPrediction step=step-32026.04 | 1.455 | |
| STGCNPrediction step=step-22026.04 | 1.552 | |
| STDNPrediction step=step-52026.04 | 1.566 | |
| ARIMAPrediction step=step-52026.04 | 1.592 | |
| CITRUSPrediction step=step-52026.04 | 1.6 | |
| SGPPrediction step=step-52026.04 | 1.65 | |
| GW-NetPrediction step=step-42026.04 | 1.865 | |
| ASTGCNPrediction step=step-32026.04 | 1.877 | |
| GMANPrediction step=step-32026.04 | 1.882 | |
| ASTGCNPrediction step=step-42026.04 | 1.906 | |
| STGCNPrediction step=step-32026.04 | 1.933 | |
| GMANPrediction step=step-42026.04 | 2.022 | |
| GW-NetPrediction step=step-52026.04 | 2.104 | |
| ASTGCNPrediction step=step-52026.04 | 2.125 | |
| STGCNPrediction step=step-42026.04 | 2.225 | |
| GMANPrediction step=step-52026.04 | 2.417 | |
| STGCNPrediction step=step-52026.04 | 2.698 |