CelebA-HQ
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Generation | CelebA-HQ 256x256 | FID0.45 | 55 | |
| Image Generation | CelebA-HQ (test) | FID1.6583 | 45 | |
| Superresolution | CelebA-HQ (test) | PSNR29.47 | 43 | |
| AI-generated image detection | CelebA-HQ v2 (test) | ACC100 | 40 | |
| Image Generation | CelebA-HQ 256x256 (test) | FID5.11 | 34 | |
| Image Reconstruction | CelebA-HQ | FDFR0.036 | 32 | |
| Image Inpainting | CelebA-HQ 256x256 (test) | FID0.147 | 28 | |
| Subject-driven Image Generation (DreamBooth) | CelebA-HQ v1.0 (test) | FID165.86 | 25 | |
| Impersonation Attack (Face Identification) | CelebA-HQ (test) | R1-T PSR57.9 | 24 | |
| Unconditional Image Synthesis | CelebA-HQ 256 x 256 (test) | FID3.22 | 22 | |
| Unconditional Image Unlearning | CelebA-HQ (test) | FID-10K19.61 | 21 | |
| Gaussian Deblurring | CelebA-HQ 1K (test) | PSNR45.58 | 21 | |
| Gaussian Deblurring | CelebA-HQ 1K | PSNR45.58 | 19 | |
| Portrait Inpainting | CelebA-HQ 512 | FID4.75 | 18 | |
| Text-to-Image Generation | CelebA-HQ | SSCD0.93 | 18 | |
| 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 | |
| Image Classification | CelebA-HQ (train) | Accuracy92.104 | 15 | |
| Adversarial Attack | CelebA-HQ Respirator | ArcFace Score97.75 | 15 | |
| Adversarial Attack | CelebA-HQ Eye | Arc Score99 | 15 | |
| Arbitrary-Scale Image Super-Resolution | CelebA-HQ Out-of-distribution (test) | PSNR24.18 | 14 | |
| Image Interpolation | CelebA-HQ (CA) | PPL0.632 | 14 | |
| Personalized Image Generation | CelebA-HQ 512x512 (test) | FSR65 | 14 |
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