CelebA-HQ
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Generation | CelebA-HQ 256x256 | FID0.45 | 51 | |
| Image Generation | CelebA-HQ (test) | FID3.39 | 42 | |
| AI-generated image detection | CelebA-HQ v2 (test) | ACC100 | 40 | |
| Image Generation | CelebA-HQ 256x256 (test) | FID5.11 | 34 | |
| Superresolution | CelebA-HQ (test) | PSNR29.47 | 25 | |
| Unconditional Image Synthesis | CelebA-HQ 256 x 256 (test) | FID3.22 | 22 | |
| Gaussian Deblurring | CelebA-HQ 1K (test) | PSNR45.58 | 21 | |
| Gaussian Deblurring | CelebA-HQ 1K | PSNR45.58 | 19 | |
| Image Inpainting | CelebA-HQ 256x256 (test) | FID2.94 | 19 | |
| Super-resolution | CelebA-HQ 1K | PSNR33.26 | 18 | |
| Unconditional image generation | CelebA-HQ 256 x 256 | FID8.68 | 17 | |
| Unconditional image synthesis | CelebA-HQ 256 x 256 | FID3.15 | 16 | |
| Deblurring | CelebA-HQ (test) | PSNR30.8 | 16 | |
| Adversarial Attack | CelebA-HQ Respirator | ArcFace Score97.75 | 15 | |
| Adversarial Attack | CelebA-HQ Eye | Arc Score99 | 15 | |
| Face image reconstruction | CelebA-HQ (test) | MAE0.02 | 13 | |
| Motion Deblurring | CelebA-HQ 1K (test) | PSNR33.29 | 12 | |
| Generative Modeling | CelebA-HQ 128x128 (test) | FID22.25 | 12 | |
| Reference-guided image synthesis | CelebA-HQ (test) | FID14.8 | 12 | |
| Super-resolution | CelebA-HQ 1K (test) | PSNR32.66 | 11 | |
| Imperceptibility Evaluation | CelebA-HQ | SSIM0.96 | 10 | |
| Text-driven image manipulation | CelebA-HQ (test) | Accuracy68.3 | 10 | |
| Motion Deblurring | CelebA-HQ 1K | PSNR29.73 | 10 | |
| Real image projection | CelebA-HQ (test) | MSE0.009 | 9 | |
| Tanned Facial Attribute Editing | CelebA-HQ (test) | Sdir0.152 | 8 |
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