FFHQ
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Generation | FFHQ 64x64 (test) | FID1.71 | 69 | |
| Image Reconstruction | FFHQ (val) | PSNR34.98 | 66 | |
| Unconditional Image Generation | FFHQ 256x256 | FID2.57 | 64 | |
| Image Generation | FFHQ | FID2.02 | 52 | |
| Unconditional image generation | FFHQ 64x64 (val) | FID3.53 | 44 | |
| Face verification | FFHQ | ASR (IR152)93.1 | 42 | |
| Zero-Shot Posterior Sampling | FFHQ 256x256 (val) | PSNR26.11 | 40 | |
| Image Inpainting | FFHQ (test) | FID1.844 | 40 | |
| Manipulation Localization | FFHQ OOD 1.0 | F1 Score0.904 | 36 | |
| Image Reconstruction | FFHQ (test) | PSNR41.8 | 36 | |
| Unconditional Image Synthesis | FFHQ 256x256 (test) | FID2.24 | 31 | |
| Image Generation | FFHQ 256x256 (test) | FID1.68 | 30 | |
| Secret information extraction | FFHQ | Accuracy99.77 | 29 | |
| Image Generation | FFHQ 512x512 latent (test) | FID6.46 | 25 | |
| 4x Super-resolution | FFHQ 256x256 | PSNR29.384 | 25 | |
| Unconditional Image Generation | FFHQ 256x256 (test) | FID3.8 | 25 | |
| Gaussian Deblurring | FFHQ 256x256 (val) | FID21.19 | 24 | |
| Multi-scale Image Generation | FFHQ 1024x1024 (test) | Self-SSIM0.9991 | 24 | |
| Image Generation | FFHQ 1024x1024 (train) | FID2.84 | 23 | |
| Image Generation | FFHQ | FID1.69 | 22 | |
| Image Inpainting | FFHQ 256x256 (val) | FID4.3459 | 22 | |
| Face Swapping | FFHQ | FID3.8 | 21 | |
| Image Generation | FFHQ (test) | FID2.67 | 21 | |
| Identity Similarity | FFHQ Transformations (train) | Identity Similarity0.509 | 20 | |
| Gaussian deblur | FFHQ 256x256 | PSNR29.353 | 20 |
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