CelebAMask
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Image Synthesis | CelebAMask-HQ | FID11.9 | 33 | |
| Gender Recognition | CelebAMask-HQ | SIM0.9998 | 16 | |
| Identity Classification | CelebAMask-HQ | SIM Score99.99 | 16 | |
| Semantic Segmentation | CelebAMask HQ (r = 100%) | Dice Delta12.55 | 11 | |
| Semantic Segmentation | CelebAMask-HQ 8 classes | mIoU78.59 | 11 | |
| Semantic Segmentation | CelebAMask HQ (r = 50%) | Dice Delta3.65 | 10 | |
| 3D Face Reconstruction | CelebAMask-HQ | Cosine Similarity0.697 | 7 | |
| Color Transfer | CelebAMask-HQ facial regions 1.0 (1500-1999) | Mean IS-FLIP-ct9.92 | 6 | |
| Face UV Texture Recovery | CelebAMask-HQ | CLIP-I0.8272 | 4 | |
| Semantic Segmentation | CelebAMask-HQ 19 classes | mIoU59.9 | 4 | |
| Semantic-to-NeRF Translation | CelebAMask 128x128 | FID41.52 | 3 |
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