Explanation Evaluation on BoolQ (test)
20.78SufficiencyInt-Grad
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Int-GradModel type=Standard Model2021.06 | 20.78 | 0.168 | |
| AnchorsModel type=Standard Model2021.06 | 11.98 | 0.2987 | |
| Int-GradModel type=CT Model2021.06 | 9.05 | 0.122 | |
| AnchorsModel type=CT Model2021.06 | 6.07 | 0.1546 | |
| Taylor SearchModel type=Standard Model2021.06 | 6.01 | 0.4632 | |
| Gradient SearchModel type=Standard Model2021.06 | 5.12 | 0.3004 | |
| Taylor SearchModel type=CT Model2021.06 | 2.28 | 0.2665 | |
| LIMEModel type=Standard Model2021.06 | 2.15 | 0.5202 | |
| Gradient SearchModel type=CT Model2021.06 | 1.65 | 0.1765 | |
| Ordered SearchModel type=Standard Model2021.06 | 0.09 | 0.5159 | |
| Random SearchModel type=Standard Model2021.06 | -0.58 | 0.5578 | |
| PLSModel type=Standard Model2021.06 | -1.17 | 0.7278 | |
| LIMEModel type=CT Model2021.06 | -1.56 | 0.3625 | |
| Random SearchModel type=CT Model2021.06 | -2.51 | 0.3162 | |
| Ordered SearchModel type=CT Model2021.06 | -2.58 | 0.3436 | |
| PLSModel type=CT Model2021.06 | -3.52 | 0.478 |