Counterfactual Generation on NN5
99RatioConTex
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ConTexModel=DLinear2026.06 | 99 | 94.9 | |
| ConTexModel=TiDE2026.06 | 97.6 | 88.4 | |
| ConTexModel=N-HiTS2026.06 | 97.1 | 92.1 | |
| BaseNNModel=PatchTST2026.06 | 91.8 | 77 | |
| BaseNNModel=N-HiTS2026.06 | 91.4 | 68.9 | |
| BaseNNModel=DLinear2026.06 | 89.4 | 57.9 | |
| BaseNNModel=TiDE2026.06 | 86 | 44.7 | |
| ConTexModel=PatchTST2026.06 | 68.3 | 40.6 | |
| BaseShiftModel=TiDE2026.06 | 65.4 | 20.1 | |
| BaseShiftModel=N-HiTS2026.06 | 64.8 | 20.8 | |
| BaseShiftModel=DLinear2026.06 | 62.3 | 18.1 | |
| ForecastCFModel=TiDE2026.06 | 62.1 | 20.6 | |
| BaseShiftModel=PatchTST2026.06 | 60.2 | 17.8 | |
| ForecastCFModel=N-HiTS2026.06 | 51.9 | 19.9 | |
| ForecastCFModel=DLinear2026.06 | 39.8 | 11.8 | |
| ForecastCFModel=PatchTST2026.06 | 32.4 | 7.9 |