Counterfactual Explanations on Sine (final-checkpoint)
100Validation ScoreNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NNClassifier=LR2026.05 | 100 | 51 | 1.54 | 0.31 | |
| GSClassifier=LR2026.05 | 100 | 53 | 1.57 | 0.3 | |
| Ours-PClassifier=LR2026.05 | 100 | 83 | 2.19 | 0.53 | |
| Ours-VPClassifier=LR2026.05 | 100 | 90 | 2.29 | 0.55 | |
| RobX-regeneratedClassifier=LR2026.05 | 100 | 78 | 2.15 | 0.51 | |
| NNClassifier=AHT2026.05 | 100 | 74 | 1.87 | 0.23 | |
| GSClassifier=AHT2026.05 | 100 | 64 | 1.42 | 0.22 | |
| Ours-PClassifier=AHT2026.05 | 99 | 84 | 2.14 | 0.56 | |
| RobX-regeneratedClassifier=AHT2026.05 | 99 | 97 | 2.32 | 0.57 | |
| Ours-VPClassifier=AHT2026.05 | 95 | 88 | 1.94 | 0.55 | |
| FrozenClassifier=LR2026.05 | 75 | 70 | 1.73 | 0.49 | |
| FrozenClassifier=AHT2026.05 | 71 | 71 | 1.31 | 0.53 |