Attribution Evaluation on VGGFace2 ArcFace ResNet-101 (val)
31.03Deletion AUCGrad-CAM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Grad-CAMModel=ArcFace ResNet-1012025.04 | 31.03 | 47.33 | 27.73 | |
| Kernel SHAPModel=ArcFace ResNet-1012025.04 | 21.19 | 61.32 | 49.05 | |
| LIMEModel=ArcFace ResNet-1012025.04 | 20.34 | 61.85 | 48.56 | |
| SaliencyModel=ArcFace ResNet-1012025.04 | 19.07 | 56.12 | 50.34 | |
| RISEModel=ArcFace ResNet-1012025.04 | 13.75 | 65.3 | 38.22 | |
| HSIC-AttributionModel=ArcFace ResNet-1012025.04 | 13.17 | 66.94 | 52.95 | |
| Previous workModel=ArcFace ResNet-1012025.04 | 13.04 | 67.05 | — | |
| Integrated GradientsModel=ArcFace ResNet-1012025.04 | 7.49 | 53.99 | 38.53 | |
| LIMA (w/ SLICO)Model=ArcFace ResNet-1012025.04 | 7.07 | 68.41 | 53.61 |