Explanation Evaluation on FEVER (test)
9.72SufficiencyInt-Grad
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Int-GradModel type=Standard Model2021.06 | 9.72 | 17.81 | |
| AnchorsModel type=CT Model2021.06 | 6.36 | 11.94 | |
| AnchorsModel type=Standard Model2021.06 | 6.19 | 20.82 | |
| Int-GradModel type=CT Model2021.06 | 4.99 | 13.69 | |
| Taylor SearchModel type=CT Model2021.06 | 4.2 | 15.62 | |
| Taylor SearchModel type=Standard Model2021.06 | 4.17 | 24.51 | |
| Gradient SearchModel type=CT Model2021.06 | 2.63 | 11.44 | |
| Gradient SearchModel type=Standard Model2021.06 | 0.66 | 19.26 | |
| LIMEModel type=CT Model2021.06 | 0.39 | 22.06 | |
| Ordered SearchModel type=CT Model2021.06 | -0.01 | 18.9 | |
| LIMEModel type=Standard Model2021.06 | -0.24 | 33.86 | |
| Random SearchModel type=CT Model2021.06 | -1.24 | 18.84 | |
| Ordered SearchModel type=Standard Model2021.06 | -1.26 | 31.79 | |
| Random SearchModel type=Standard Model2021.06 | -1.51 | 32.47 | |
| PLSModel type=Standard Model2021.06 | -2.04 | 37.72 | |
| PLSModel type=CT Model2021.06 | -3.66 | 24.07 |