Attribution Faithfulness on Celeb-A (val)
10.54Deletion ScoreHSIC-Attribution
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HSIC-AttributionApplied SMDL Enhancement=true2024.02 | 10.54 | 57.52 | |
| HSIC-AttributionApplied SMDL Enhancement=false2024.02 | 11.51 | 56.92 | |
| SaliencyApplied SMDL Enhancement=true2024.02 | 12.54 | 54.65 | |
| RISEApplied SMDL Enhancement=true2024.02 | 12.64 | 57.19 | |
| Kernel ShapApplied SMDL Enhancement=true2024.02 | 13.52 | 55.04 | |
| LIMEApplied SMDL Enhancement=true2024.02 | 13.66 | 54.96 | |
| Kernel ShapApplied SMDL Enhancement=false2024.02 | 14.09 | 52.46 | |
| RISEApplied SMDL Enhancement=false2024.02 | 14.44 | 57.03 | |
| SaliencyApplied SMDL Enhancement=false2024.02 | 14.53 | 46.32 | |
| LIMEApplied SMDL Enhancement=false2024.02 | 14.84 | 52.46 | |
| Grad-CAMApplied SMDL Enhancement=true2024.02 | 15.49 | 49.27 | |
| Grad-CAMApplied SMDL Enhancement=false2024.02 | 28.65 | 37.21 |