Attribution Faithfulness on CUB-200-2011 (val)
0.0613Deletion ScoreHSIC-Attribution
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HSIC-AttributionApplied SMDL Enhancement=true2024.02 | 0.0613 | 0.7262 | |
| RISEApplied SMDL Enhancement=true2024.02 | 0.063 | 0.7245 | |
| HSIC-AttributionApplied SMDL Enhancement=false2024.02 | 0.0647 | 0.6843 | |
| RISEApplied SMDL Enhancement=false2024.02 | 0.0665 | 0.7193 | |
| SaliencyApplied SMDL Enhancement=true2024.02 | 0.0675 | 0.6927 | |
| SaliencyApplied SMDL Enhancement=false2024.02 | 0.0682 | 0.6585 | |
| Grad-CAMApplied SMDL Enhancement=true2024.02 | 0.0726 | 0.7231 | |
| Grad-CAMApplied SMDL Enhancement=false2024.02 | 0.081 | 0.7224 | |
| LIMEApplied SMDL Enhancement=true2024.02 | 0.0941 | 0.6994 | |
| Kernel ShapApplied SMDL Enhancement=true2024.02 | 0.0951 | 0.692 | |
| Kernel ShapApplied SMDL Enhancement=false2024.02 | 0.1016 | 0.6763 | |
| LIMEApplied SMDL Enhancement=false2024.02 | 0.107 | 0.6812 |