Uncertainty Attribution on SVHN
0.896MURRBlur IG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Blur IGBlurring percentage=5%2023.04 | 0.896 | 0.402 | |
| IGBlurring percentage=5%2023.04 | 0.773 | 0.298 | |
| Blur IGBlurring percentage=2%2023.04 | 0.762 | 0.541 | |
| UA-BackpropBlurring percentage=5%2023.04 | 0.758 | 0.407 | |
| SmoothGradBlurring percentage=5%2023.04 | 0.735 | 0.424 | |
| FullGradBlurring percentage=5%2023.04 | 0.709 | 0.455 | |
| GradBlurring percentage=5%2023.04 | 0.705 | 0.448 | |
| IGBlurring percentage=2%2023.04 | 0.649 | 0.523 | |
| UA-BackpropBlurring percentage=2%2023.04 | 0.625 | 0.526 | |
| SmoothGradBlurring percentage=2%2023.04 | 0.575 | 0.584 | |
| FullGradBlurring percentage=2%2023.04 | 0.565 | 0.596 | |
| GradBlurring percentage=2%2023.04 | 0.555 | 0.613 | |
| CLUEBlurring percentage=5%2023.04 | 0.352 | 0.815 | |
| δ-CLUEBlurring percentage=5%2023.04 | 0.295 | 0.848 | |
| CLUEBlurring percentage=2%2023.04 | 0.171 | 0.919 | |
| δ-CLUEBlurring percentage=2%2023.04 | 0.146 | 0.932 |