Faithfulness Evaluation on SST-2
28Rate of Label ChangesKernel SHAP
Evaluation results
| Method | Links | |
|---|---|---|
| Kernel SHAPRatio=10%2026.03 | 28 | |
| Beta-ShapleyRatio=10%, alpha=4, beta=12026.03 | 28 | |
| ContextCiteRatio=10%, regularization parameter alpha=0.012026.03 | 30 | |
| L-ShapleyRatio=10%, neighborhood size k=52026.03 | 30 | |
| C-ShapleyRatio=10%, neighborhood size k=52026.03 | 30 | |
| EnsembleSHAPRatio=10%2026.03 | 32 | |
| C-ShapleyRatio=20%, neighborhood size k=52026.03 | 52 | |
| L-ShapleyRatio=20%, neighborhood size k=52026.03 | 54 | |
| Beta-ShapleyRatio=20%, alpha=4, beta=12026.03 | 62 | |
| Kernel SHAPRatio=20%2026.03 | 66 | |
| ContextCiteRatio=20%, regularization parameter alpha=0.012026.03 | 68 | |
| EnsembleSHAPRatio=20%2026.03 | 68 |