Counterfactual Generation on M4
100RatioBaseNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BaseNNModel=PatchTST2026.06 | 100 | 100 | |
| BaseNNModel=N-HiTS2026.06 | 100 | 100 | |
| BaseNNModel=DLinear2026.06 | 100 | 100 | |
| BaseNNModel=TiDE2026.06 | 100 | 100 | |
| ConTexModel=PatchTST2026.06 | 99.7 | 99.7 | |
| ConTexModel=N-HiTS2026.06 | 99.7 | 99.6 | |
| ConTexModel=DLinear2026.06 | 99.7 | 99.7 | |
| BaseShiftModel=PatchTST2026.06 | 99.6 | 99.6 | |
| BaseShiftModel=N-HiTS2026.06 | 99.6 | 99.5 | |
| BaseShiftModel=DLinear2026.06 | 99.5 | 99.5 | |
| BaseShiftModel=TiDE2026.06 | 99.5 | 99.5 | |
| ConTexModel=TiDE2026.06 | 97 | 96.8 | |
| ForecastCFModel=N-HiTS2026.06 | 84.7 | 82.5 | |
| ForecastCFModel=DLinear2026.06 | 83.6 | 79.1 | |
| ForecastCFModel=TiDE2026.06 | 82.7 | 80.5 | |
| ForecastCFModel=PatchTST2026.06 | 70.7 | 68.9 |