Time-series forecasting on Hydropower System (interventional)
1.21RMSEDoFlow
Evaluation Results
| Method | Links | |
|---|---|---|
| DoFlowbatch size=1, runs=12, intervened_nodes=X1, X22025.11 | 1.21 | |
| TiDEbatch size=1, runs=12, intervened_nodes=X1, X22025.11 | 2.08 | |
| TSMixerbatch size=1, runs=12, intervened_nodes=X1, X22025.11 | 2.11 | |
| TFTbatch size=1, runs=12, intervened_nodes=X1, X22025.11 | 2.16 | |
| DeepVARbatch size=1, runs=12, intervened_nodes=X1, X22025.11 | 2.39 | |
| GRUbatch size=1, runs=12, intervened_nodes=X1, X22025.11 | 2.45 | |
| MQF2batch size=1, runs=12, intervened_nodes=X1, X22025.11 | 2.62 |