| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Standard Images SR 30% (test) | RR-FBTC | PSNR27.52 | 48 | 4d ago | |
| Standard Images SR 20% (test) | RR-FBTC | PSNR26.83 | 48 | 4d ago | |
| Places2 (val) | co-modulated GANs | P-IDS33.3 | 15 | 4d ago | |
| FFHQ (val) | DeepFillv2 (official) | P-IDS0 | 15 | 4d ago | |
| Places2 (test) | co-mod-gan | User Preference Rate40.3 | 15 | 4d ago | |
| FFHQ (test) | co-mod-gan | User Preference Rate47.9 | 15 | 4d ago | |
| CelebA | NPwSA (Ours) | Context Likelihood (Avg)4.119 | 14 | 4d ago | |
| Places2 40-50% mask ratio | TFill | PSNR21.22 | 7 | 4d ago | |
| Places2 30-40% mask ratio | TFill | PSNR22.89 | 7 | 4d ago | |
| Places2 20-30% mask ratio | TFill | PSNR25.1 | 7 | 4d ago | |
| ImageNet | ICT | PSNR24.757 | 6 | 4d ago | |
| User Study Real Image | SymmFCNet | Voting Percentage0.7952 | 5 | 4d ago | |
| User Study Irregular Mask | SymmFCNet | Voting Percentage94 | 5 | 4d ago | |
| User Study Regular Mask | SymmFCNet | Voting Percentage80.52 | 5 | 4d ago | |
| Places2 512x512 (val) | Co-modulated GAN | P-IDS1,330 | 4 | 4d ago | |
| FFHQ 512x512 (val) | Co-modulated GAN | P-IDS16.6 | 4 | 4d ago | |
| CelebA-HQ | TA-VQ | FID8.04 | 3 | 3d ago | |
| CelebA-HQ (test) | - | FID- | 0 | 4d ago |
