Attribution Faithfulness on VGGFace2 (val)
0.1304Deletion ScoreHSIC-Attribution
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HSIC-AttributionApplied SMDL Enhancement=true2024.02 | 0.1304 | 0.6705 | |
| HSIC-AttributionApplied SMDL Enhancement=false2024.02 | 0.1317 | 0.6694 | |
| RISEApplied SMDL Enhancement=true2024.02 | 0.1346 | 0.6548 | |
| RISEApplied SMDL Enhancement=false2024.02 | 0.1375 | 0.653 | |
| SaliencyApplied SMDL Enhancement=true2024.02 | 0.1589 | 0.6287 | |
| LIMEApplied SMDL Enhancement=true2024.02 | 0.1653 | 0.6314 | |
| Kernel ShapApplied SMDL Enhancement=true2024.02 | 0.1669 | 0.6314 | |
| SaliencyApplied SMDL Enhancement=false2024.02 | 0.1907 | 0.5612 | |
| Grad-CAMApplied SMDL Enhancement=true2024.02 | 0.1982 | 0.5867 | |
| LIMEApplied SMDL Enhancement=false2024.02 | 0.2034 | 0.6185 | |
| Kernel ShapApplied SMDL Enhancement=false2024.02 | 0.2119 | 0.6132 | |
| Grad-CAMApplied SMDL Enhancement=false2024.02 | 0.3103 | 0.4733 |