Counterfactual Generation on M4 (Compactness, Proximity)
97.7CompactnessConTex
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ConTexBackbone=N-HiTS2026.06 | 97.7 | 0.747 | |
| ConTexBackbone=DLinear2026.06 | 97.7 | 0.751 | |
| ConTexBackbone=PatchTST2026.06 | 97.4 | 1.239 | |
| ConTexBackbone=TiDE2026.06 | 94.8 | 1.719 | |
| ForecastCFBackbone=PatchTST2026.06 | 86.2 | 0.299 | |
| BaseNNBackbone=PatchTST2026.06 | 78.9 | 0.507 | |
| ForecastCFBackbone=DLinear2026.06 | 76.5 | 0.612 | |
| ForecastCFBackbone=TiDE2026.06 | 73 | 0.324 | |
| ForecastCFBackbone=N-HiTS2026.06 | 68.7 | 0.367 | |
| BaseNNBackbone=N-HiTS2026.06 | 59.5 | 0.831 | |
| BaseNNBackbone=DLinear2026.06 | 58.6 | 0.836 | |
| BaseNNBackbone=TiDE2026.06 | 57 | 0.823 | |
| BaseShiftBackbone=PatchTST2026.06 | 3.4 | 4.811 | |
| BaseShiftBackbone=DLinear2026.06 | 3.4 | 4.757 | |
| BaseShiftBackbone=N-HiTS2026.06 | 3.3 | 4.76 | |
| BaseShiftBackbone=TiDE2026.06 | 3.3 | 4.782 |