Counterfactual Explanations on Hyperplane (Hyp.) (final-checkpoint)
1Validation ScoreNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NNClassifier=LR2026.05 | 1 | 0.51 | 1.87 | 0.29 | |
| GSClassifier=LR2026.05 | 1 | 0.49 | 1.84 | 0.28 | |
| Ours-PClassifier=LR2026.05 | 1 | 0.92 | 2.14 | 0.57 | |
| Ours-VPClassifier=LR2026.05 | 1 | 1 | 2.3 | 0.57 | |
| RobX-regeneratedClassifier=LR2026.05 | 1 | 1 | 2.46 | 0.5 | |
| NNClassifier=AHT2026.05 | 1 | 0.41 | 1.74 | 0.3 | |
| GSClassifier=AHT2026.05 | 1 | 0.34 | -1.84 | 0.28 | |
| Ours-PClassifier=AHT2026.05 | 1 | 0.87 | 1.93 | 0.59 | |
| Ours-VPClassifier=AHT2026.05 | 0.97 | 0.91 | 1.56 | 0.57 | |
| RobX-regeneratedClassifier=AHT2026.05 | 0.89 | 0.89 | 0.8 | 0.55 | |
| FrozenClassifier=AHT2026.05 | 0.35 | 0.37 | 0.11 | 0.58 | |
| FrozenClassifier=LR2026.05 | 0.29 | 0.31 | -0.06 | 0.5 |