Faithfulness Evaluation on IMDb (Rate of Label Changes)
18Rate of Label ChangesKernel SHAP
Evaluation results
| Method | Links | |
|---|---|---|
| Kernel SHAPRatio=10%2026.03 | 18 | |
| Kernel SHAPRatio=20%2026.03 | 28 | |
| Beta-ShapleyRatio=10%, alpha=4, beta=12026.03 | 34 | |
| C-ShapleyRatio=10%, neighborhood size k=52026.03 | 36 | |
| L-ShapleyRatio=10%, neighborhood size k=52026.03 | 38 | |
| Beta-ShapleyRatio=20%, alpha=4, beta=12026.03 | 42 | |
| C-ShapleyRatio=20%, neighborhood size k=52026.03 | 42 | |
| L-ShapleyRatio=20%, neighborhood size k=52026.03 | 44 | |
| ContextCiteRatio=10%, regularization parameter alpha=0.012026.03 | 56 | |
| ContextCiteRatio=20%, regularization parameter alpha=0.012026.03 | 60 | |
| EnsembleSHAPRatio=10%2026.03 | 60 | |
| EnsembleSHAPRatio=20%2026.03 | 70 |