Long-term Forecasting on Electricity (Elec.) (RMSE)
0.396RMSEDataShapley
Evaluation results
| Method | Links | |
|---|---|---|
| DataShapleyModel=PatchTST2025.06 | 0.396 | |
| TSRatingModel=PatchTST2025.06 | 0.397 | |
| RandomModel=PatchTST2025.06 | 0.406 | |
| TimeInfModel=PatchTST2025.06 | 0.415 | |
| DataOobModel=PatchTST2025.06 | 0.416 | |
| KNNShapleyModel=PatchTST2025.06 | 0.434 | |
| KNNShapleyModel=Linear2025.06 | 1.325 | |
| TSRatingModel=Linear2025.06 | 1.39 | |
| TimeInfModel=Linear2025.06 | 1.391 | |
| TSRatingModel=CNN2025.06 | 1.511 | |
| DataShapleyModel=CNN2025.06 | 1.529 | |
| TimeInfModel=CNN2025.06 | 1.53 | |
| DataOobModel=Linear2025.06 | 1.539 | |
| DataShapleyModel=Linear2025.06 | 1.58 | |
| RandomModel=CNN2025.06 | 1.592 | |
| RandomModel=Linear2025.06 | 1.601 | |
| DataOobModel=CNN2025.06 | 1.609 | |
| KNNShapleyModel=CNN2025.06 | 1.62 |