Counterfactual Generation on NN5 (Compactness, Proximity)
0.582CompactnessConTex
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ConTexBackbone=DLinear2026.06 | 0.582 | 19.164 | |
| ForecastCFBackbone=DLinear2026.06 | 0.46 | 5.195 | |
| ForecastCFBackbone=PatchTST2026.06 | 0.455 | 2.613 | |
| ConTexBackbone=N-HiTS2026.06 | 0.447 | 15.977 | |
| ForecastCFBackbone=N-HiTS2026.06 | 0.366 | 4.13 | |
| ConTexBackbone=PatchTST2026.06 | 0.314 | 13.129 | |
| ForecastCFBackbone=TiDE2026.06 | 0.268 | 3.481 | |
| ConTexBackbone=TiDE2026.06 | 0.249 | 10.179 | |
| BaseNNBackbone=TiDE2026.06 | 0.046 | 13.2 | |
| BaseNNBackbone=N-HiTS2026.06 | 0.041 | 14.606 | |
| BaseNNBackbone=PatchTST2026.06 | 0.034 | 17.099 | |
| BaseShiftBackbone=PatchTST2026.06 | 0.031 | 13.591 | |
| BaseShiftBackbone=N-HiTS2026.06 | 0.031 | 12.961 | |
| BaseShiftBackbone=DLinear2026.06 | 0.031 | 12.967 | |
| BaseShiftBackbone=TiDE2026.06 | 0.031 | 13.187 | |
| BaseNNBackbone=DLinear2026.06 | 0.03 | 17.424 |