Celeb-A
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Model Inversion | Celeb-A | LPIPS0.203 | 20 | |
| Attribution Evaluation | Celeb-A ArcFace ResNet-101 (val) | Deletion AUC0.2865 | 9 | |
| Face Verification | Celeb-A | TPR92.9 | 6 | |
| Model Inversion Attack | Celeb-A | ASR (L2)100 | 5 | |
| Counterfactual Explanation | Celeb-A Smile | Performance Score100 | 5 | |
| Counterfactual Explanation | Celeb-A Blond | NA Score100 | 5 | |
| Single-subject image generation | Celeb-A (test) | Identity Preservation51.41 | 5 | |
| Multi-subject Image Generation | Celeb-A | Identity Preservation43.11 | 4 | |
| Conditional Image Generation | Celeb-A (test) | NLL-52.32 | 3 |
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