L-Norm Evaluation on SST-2
0.0434L2 NormHarmonica^3
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Harmonica^3Radius=12022.10 | 0.0434 | 0.0363 | 0.0995 | |
| Harmonica^3Radius=22022.10 | 0.0484 | 0.0376 | 0.1046 | |
| Harmonica^2Radius=12022.10 | 0.0536 | 0.046 | 0.1154 | |
| Harmonica^3Radius=42022.10 | 0.0561 | 0.0405 | 0.1157 | |
| Harmonica^2Radius=22022.10 | 0.0576 | 0.0463 | 0.1219 | |
| Faith-Shap^2Radius=12022.10 | 0.0602 | 0.0451 | 0.1034 | |
| Shapley Taylor Index^2Radius=12022.10 | 0.0623 | 0.0472 | 0.109 | |
| Harmonica^2Radius=42022.10 | 0.0639 | 0.0483 | 0.135 | |
| Harmonica^3Radius=82022.10 | 0.07 | 0.0474 | 0.1456 | |
| Harmonica^2Radius=82022.10 | 0.0768 | 0.0549 | 0.1696 | |
| SHAPRadius=12022.10 | 0.0792 | 0.0568 | 0.1819 | |
| Faith-Shap^2Radius=22022.10 | 0.0813 | 0.0614 | 0.1795 | |
| Shapley Taylor Index^2Radius=22022.10 | 0.0853 | 0.0649 | 0.1971 | |
| Integrated HessiansRadius=12022.10 | 0.0865 | 0.0477 | 0.1215 | |
| Harmonica^3Radius=162022.10 | 0.0876 | 0.0575 | 0.19 | |
| Harmonica^3Radius=322022.10 | 0.0921 | 0.06 | 0.2003 | |
| Harmonica^3Radius=∞2022.10 | 0.0922 | 0.0601 | 0.2005 | |
| Harmonica^2Radius=162022.10 | 0.0945 | 0.0651 | 0.2173 | |
| LIMERadius=12022.10 | 0.0981 | 0.087 | 0.3572 | |
| Harmonica^2Radius=322022.10 | 0.099 | 0.0677 | 0.2275 | |
| Harmonica^2Radius=∞2022.10 | 0.0991 | 0.0677 | 0.2279 | |
| LIMERadius=22022.10 | 0.101 | 0.0861 | 0.3458 | |
| LIMERadius=42022.10 | 0.1043 | 0.0863 | 0.3421 | |
| SHAPRadius=22022.10 | 0.1089 | 0.0836 | 0.3167 | |
| Faith-Shap^2Radius=42022.10 | 0.1091 | 0.0824 | 0.2794 | |
| Integrated GradientsRadius=12022.10 | 0.1133 | 0.0681 | 0.201 | |
| LIMERadius=82022.10 | 0.1135 | 0.0919 | 0.3659 | |
| Shapley Taylor Index^2Radius=42022.10 | 0.1144 | 0.0874 | 0.3069 | |
| Integrated HessiansRadius=22022.10 | 0.1232 | 0.0756 | 0.2118 | |
| LIMERadius=162022.10 | 0.1285 | 0.1015 | 0.4034 | |
| LIMERadius=∞2022.10 | 0.1322 | 0.1037 | 0.4112 | |
| LIMERadius=322022.10 | 0.1323 | 0.1038 | 0.4111 | |
| Faith-Shap^2Radius=82022.10 | 0.1387 | 0.1042 | 0.3707 | |
| Shapley Taylor Index^2Radius=82022.10 | 0.1426 | 0.1081 | 0.3909 | |
| SHAPRadius=42022.10 | 0.147 | 0.1186 | 0.4847 | |
| Integrated GradientsRadius=22022.10 | 0.1551 | 0.1055 | 0.3361 | |
| Faith-Shap^2Radius=162022.10 | 0.1586 | 0.119 | 0.4271 | |
| Shapley Taylor Index^2Radius=162022.10 | 0.1612 | 0.1217 | 0.4404 | |
| Faith-Shap^2Radius=322022.10 | 0.1616 | 0.1213 | 0.4356 | |
| Faith-Shap^2Radius=∞2022.10 | 0.1616 | 0.1213 | 0.4357 | |
| Shapley Taylor Index^2Radius=322022.10 | 0.1642 | 0.1241 | 0.4486 | |
| Shapley Taylor Index^2Radius=∞2022.10 | 0.1642 | 0.124 | 0.4489 | |
| Integrated HessiansRadius=42022.10 | 0.1753 | 0.1183 | 0.3406 | |
| SHAPRadius=82022.10 | 0.1865 | 0.1554 | 0.6252 | |
| Integrated GradientsRadius=42022.10 | 0.2081 | 0.1563 | 0.5066 | |
| SHAPRadius=162022.10 | 0.2106 | 0.1783 | 0.6891 | |
| SHAPRadius=322022.10 | 0.2137 | 0.1814 | 0.6958 | |
| SHAPRadius=∞2022.10 | 0.2137 | 0.1814 | 0.6961 | |
| Integrated HessiansRadius=82022.10 | 0.2343 | 0.1691 | 0.4859 | |
| Integrated GradientsRadius=82022.10 | 0.2595 | 0.2075 | 0.6476 | |
| Integrated HessiansRadius=162022.10 | 0.2678 | 0.1994 | 0.5724 | |
| Integrated HessiansRadius=322022.10 | 0.2709 | 0.2028 | 0.5823 | |
| Integrated HessiansRadius=∞2022.10 | 0.2711 | 0.2029 | 0.5823 | |
| Integrated GradientsRadius=162022.10 | 0.2852 | 0.2336 | 0.7058 | |
| Integrated GradientsRadius=322022.10 | 0.2872 | 0.2357 | 0.7099 | |
| Integrated GradientsRadius=∞2022.10 | 0.2874 | 0.2359 | 0.7105 |