Explanation Evaluation on SNLI (test)
43.76SufficiencyInt-Grad
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Int-GradModel type=Standard Model2021.06 | 43.76 | 34.01 | |
| Gradient SearchModel type=CT Model2021.06 | 33.98 | 49.36 | |
| Int-GradModel type=CT Model2021.06 | 32.91 | 43.22 | |
| AnchorsModel type=CT Model2021.06 | 30.96 | 48.86 | |
| Taylor SearchModel type=CT Model2021.06 | 28 | 66.76 | |
| LIMEModel type=CT Model2021.06 | 27.08 | 75.34 | |
| LIMEModel type=Standard Model2021.06 | 20 | 82.18 | |
| Gradient SearchModel type=Standard Model2021.06 | 17.55 | 53.15 | |
| Random SearchModel type=CT Model2021.06 | 15.38 | 84.63 | |
| Ordered SearchModel type=CT Model2021.06 | 15.06 | 84.67 | |
| PLSModel type=CT Model2021.06 | 14.16 | 86.18 | |
| AnchorsModel type=Standard Model2021.06 | 11.93 | 55.72 | |
| Taylor SearchModel type=Standard Model2021.06 | 6.91 | 73.2 | |
| Ordered SearchModel type=Standard Model2021.06 | -1.45 | 87.78 | |
| Random SearchModel type=Standard Model2021.06 | -1.54 | 87.36 | |
| PLSModel type=Standard Model2021.06 | -1.65 | 87.95 |