Attribution Evaluation on Celeb-A ArcFace ResNet-101 (val)
0.2865Deletion AUCGrad-CAM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Grad-CAMModel=ArcFace ResNet-1012025.04 | 0.2865 | 0.3721 | 0.0672 | |
| LIMEModel=ArcFace ResNet-1012025.04 | 0.1484 | 0.5246 | 0.1985 | |
| SaliencyModel=ArcFace ResNet-1012025.04 | 0.1453 | 0.4632 | 0.3258 | |
| RISEModel=ArcFace ResNet-1012025.04 | 0.1444 | 0.5703 | 0.4147 | |
| Kernel SHAPModel=ArcFace ResNet-1012025.04 | 0.1409 | 0.5246 | 0.2722 | |
| HSIC-AttributionModel=ArcFace ResNet-1012025.04 | 0.1151 | 0.5692 | 0.553 | |
| Previous workModel=ArcFace ResNet-1012025.04 | 0.1054 | 0.5752 | — | |
| Integrated GradientsModel=ArcFace ResNet-1012025.04 | 0.068 | 0.3578 | 0.3352 | |
| LIMA (w/ SLICO)Model=ArcFace ResNet-1012025.04 | 0.0668 | 0.5849 | 0.5743 |