UTKFaces
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Regression | UTKFaces Out-of-distribution | Interval Width2.452 | 28 | |
| Image Regression | UTKFaces In-distribution | Interval Width2.805 | 28 | |
| Classification | UTKFaces | Error Rate10 | 24 | |
| Conformal Prediction | UTKFaces (OUT) | Interval Width2.392 | 7 | |
| Conformal Prediction | UTKFaces (IN) | Interval Width3.005 | 7 | |
| Distribution Inference Attack mitigation | UTKFaces race (W → NW) | Adversarial Gap5.5 | 2 |
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