Uncertainty Attribution on MNIST
0.901MURRδ-CLUE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| δ-CLUEBlurring percentage=5%2023.04 | 0.901 | 0.395 | |
| CLUEBlurring percentage=5%2023.04 | 0.874 | 0.397 | |
| FullGradBlurring percentage=5%2023.04 | 0.869 | 0.429 | |
| UA-BackpropBlurring percentage=5%2023.04 | 0.85 | 0.445 | |
| SmoothGradBlurring percentage=5%2023.04 | 0.779 | 0.461 | |
| GradBlurring percentage=5%2023.04 | 0.741 | 0.534 | |
| IGBlurring percentage=5%2023.04 | 0.725 | 0.529 | |
| FullGradBlurring percentage=2%2023.04 | 0.691 | 0.603 | |
| UA-BackpropBlurring percentage=2%2023.04 | 0.648 | 0.667 | |
| δ-CLUEBlurring percentage=2%2023.04 | 0.625 | 0.665 | |
| CLUEBlurring percentage=2%2023.04 | 0.614 | 0.709 | |
| SmoothGradBlurring percentage=2%2023.04 | 0.601 | 0.675 | |
| Blur IGBlurring percentage=5%2023.04 | 0.515 | 0.667 | |
| GradBlurring percentage=2%2023.04 | 0.506 | 0.709 | |
| Blur IGBlurring percentage=2%2023.04 | 0.305 | 0.816 | |
| IGBlurring percentage=2%2023.04 | 0.131 | 0.752 |