Explanation Evaluation on Evidence Inference (test)
7.08SufficiencyAnchors
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AnchorsModel type=Standard Model2021.06 | 7.08 | 25.01 | |
| AnchorsModel type=CT Model2021.06 | 3.04 | 13.89 | |
| Int-GradModel type=Standard Model2021.06 | 1.22 | 26.51 | |
| Int-GradModel type=CT Model2021.06 | -2.98 | 20.87 | |
| Taylor SearchModel type=CT Model2021.06 | -3.33 | 26.7 | |
| Taylor SearchModel type=Standard Model2021.06 | -4.55 | 41.95 | |
| Gradient SearchModel type=CT Model2021.06 | -7.56 | 18.07 | |
| Gradient SearchModel type=Standard Model2021.06 | -10.57 | 31.73 | |
| Random SearchModel type=CT Model2021.06 | -12.69 | 26.48 | |
| Ordered SearchModel type=CT Model2021.06 | -14.26 | 31.14 | |
| LIMEModel type=CT Model2021.06 | -14.92 | 33.97 | |
| LIMEModel type=Standard Model2021.06 | -16.07 | 47.6 | |
| Ordered SearchModel type=Standard Model2021.06 | -16.8 | 45.37 | |
| Random SearchModel type=Standard Model2021.06 | -17.05 | 42.81 | |
| PLSModel type=CT Model2021.06 | -20.33 | 38.71 | |
| PLSModel type=Standard Model2021.06 | -20.76 | 56.31 |