Interpretation Error on ImageNet (test)
0.1048L2 NormHarmonica^3
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Harmonica^3Radius=12022.10 | 0.1048 | 0.088 | 0.3202 | |
| Harmonica^3Radius=22022.10 | 0.1108 | 0.0887 | 0.326 | |
| SHAPRadius=12022.10 | 0.1197 | 0.0867 | 0.2892 | |
| Harmonica^3Radius=42022.10 | 0.122 | 0.0955 | 0.3723 | |
| Faith-Shap^2Radius=12022.10 | 0.1238 | 0.0948 | 0.3443 | |
| Harmonica^2Radius=12022.10 | 0.129 | 0.1108 | 0.4248 | |
| Harmonica^2Radius=22022.10 | 0.1308 | 0.1073 | 0.4116 | |
| Shapley Taylor Index^2Radius=12022.10 | 0.1337 | 0.1039 | 0.3939 | |
| Harmonica^2Radius=42022.10 | 0.1373 | 0.1094 | 0.4332 | |
| Harmonica^3Radius=82022.10 | 0.1443 | 0.1139 | 0.4698 | |
| Faith-Shap^2Radius=22022.10 | 0.1499 | 0.1161 | 0.4338 | |
| Harmonica^3Radius=inf2022.10 | 0.1566 | 0.123 | 0.503 | |
| Harmonica^2Radius=82022.10 | 0.1584 | 0.1264 | 0.5156 | |
| SHAPRadius=22022.10 | 0.1658 | 0.1261 | 0.4566 | |
| Shapley Taylor Index^2Radius=22022.10 | 0.1681 | 0.1309 | 0.4906 | |
| Harmonica^2Radius=inf2022.10 | 0.1693 | 0.1342 | 0.5405 | |
| Faith-Shap^2Radius=42022.10 | 0.1718 | 0.1351 | 0.5126 | |
| Faith-Shap^2Radius=82022.10 | 0.196 | 0.1554 | 0.5872 | |
| Shapley Taylor Index^2Radius=42022.10 | 0.2028 | 0.16 | 0.583 | |
| Faith-Shap^2Radius=inf2022.10 | 0.2099 | 0.1654 | 0.6071 | |
| Shapley Taylor Index^2Radius=82022.10 | 0.2226 | 0.1771 | 0.6365 | |
| Shapley Taylor Index^2Radius=inf2022.10 | 0.2274 | 0.1804 | 0.6418 | |
| SHAPRadius=42022.10 | 0.2306 | 0.1862 | 0.6483 | |
| Integrated GradientsRadius=12022.10 | 0.2322 | 0.165 | 0.4871 | |
| LIMERadius=42022.10 | 0.2346 | 0.1918 | 0.654 | |
| LIMERadius=22022.10 | 0.2347 | 0.2036 | 0.6976 | |
| LIMERadius=12022.10 | 0.2422 | 0.2208 | 0.7274 | |
| LIMERadius=82022.10 | 0.2897 | 0.2304 | 0.6893 | |
| SHAPRadius=82022.10 | 0.2943 | 0.2409 | 0.7318 | |
| SHAPRadius=inf2022.10 | 0.3115 | 0.2523 | 0.7362 | |
| Integrated GradientsRadius=22022.10 | 0.3141 | 0.2375 | 0.6406 | |
| LIMERadius=inf2022.10 | 0.3261 | 0.2579 | 0.7196 | |
| Integrated GradientsRadius=42022.10 | 0.42 | 0.3346 | 0.7722 | |
| Integrated GradientsRadius=82022.10 | 0.501 | 0.4094 | 0.83 | |
| Integrated GradientsRadius=inf2022.10 | 0.5113 | 0.4177 | 0.834 | |
| Integrated HessiansRadius=12022.10 | 1.3681 | 0.9504 | 0.8443 | |
| Integrated HessiansRadius=22022.10 | 1.8603 | 1.4006 | 0.9025 | |
| Integrated HessiansRadius=42022.10 | 2.5168 | 2.0427 | 0.9394 | |
| Integrated HessiansRadius=82022.10 | 3.1095 | 2.6844 | 0.9543 | |
| Integrated HessiansRadius=inf2022.10 | 3.2139 | 2.814 | 0.9562 |