Counterfactual Generation on Electricity (Compactness and Proximity Metrics)
0.018CompactnessBaseShift
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BaseShiftBackbone=N-HiTS2026.06 | 0.018 | 55.874 | |
| BaseShiftBackbone=DLinear2026.06 | 0.018 | 54.826 | |
| BaseShiftBackbone=TiDE2026.06 | 0.019 | 57.002 | |
| BaseShiftBackbone=PatchTST2026.06 | 0.024 | 41.263 | |
| BaseNNBackbone=DLinear2026.06 | 0.075 | 52.012 | |
| BaseNNBackbone=PatchTST2026.06 | 0.078 | 50.833 | |
| BaseNNBackbone=TiDE2026.06 | 0.08 | 52.895 | |
| BaseNNBackbone=N-HiTS2026.06 | 0.086 | 53.817 | |
| ForecastCFBackbone=TiDE2026.06 | 0.258 | 12.427 | |
| ForecastCFBackbone=DLinear2026.06 | 0.263 | 13.01 | |
| ForecastCFBackbone=N-HiTS2026.06 | 0.275 | 14.195 | |
| ForecastCFBackbone=PatchTST2026.06 | 0.278 | 8.988 | |
| ConTexBackbone=PatchTST2026.06 | 0.45 | 21.51 | |
| ConTexBackbone=DLinear2026.06 | 0.607 | 18.754 | |
| ConTexBackbone=TiDE2026.06 | 0.69 | 18.072 | |
| ConTexBackbone=N-HiTS2026.06 | 0.765 | 20.315 |