Uncertainty Attribution on CIFAR-100
0.318MURRBlur IG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Blur IGBlurring percentage=5%2023.04 | 0.318 | 0.851 | |
| UA-BackpropBlurring percentage=5%2023.04 | 0.302 | 0.821 | |
| GradBlurring percentage=5%2023.04 | 0.276 | 0.843 | |
| FullGradBlurring percentage=5%2023.04 | 0.274 | 0.859 | |
| IGBlurring percentage=5%2023.04 | 0.27 | 0.824 | |
| SmoothGradBlurring percentage=5%2023.04 | 0.255 | 0.86 | |
| UA-BackpropBlurring percentage=2%2023.04 | 0.195 | 0.901 | |
| Blur IGBlurring percentage=2%2023.04 | 0.184 | 0.914 | |
| GradBlurring percentage=2%2023.04 | 0.165 | 0.912 | |
| IGBlurring percentage=2%2023.04 | 0.159 | 0.905 | |
| FullGradBlurring percentage=2%2023.04 | 0.156 | 0.924 | |
| SmoothGradBlurring percentage=2%2023.04 | 0.154 | 0.919 | |
| δ-CLUEBlurring percentage=5%2023.04 | 0.15 | 0.924 | |
| CLUEBlurring percentage=5%2023.04 | 0.148 | 0.926 | |
| CLUEBlurring percentage=2%2023.04 | 0.074 | 0.966 | |
| δ-CLUEBlurring percentage=2%2023.04 | 0.073 | 0.968 |