| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ImageNet | Bit Accuracy (Overall)99 | 98 | 5d ago | ||
| MS-COCO | SSL | PSNR41.81 | 28 | 26d ago | |
| COCO Dataset | Gaussian Shading | ACC100 | 23 | 1mo ago | |
| RAR Latent Decoder | Post-hoc pixel | FID3.09 | 21 | 1mo ago | |
| Stable Diffusion V2.1 | PRC | Bit Acc.1 | 20 | 1mo ago | |
| DiffDB | MELB | PSNR43.45 | 17 | 1mo ago | |
| DiffusionDB | PSNR39.49 | 17 | 1mo ago | ||
| Image Watermarking (test) | FPS87.5891 | 10 | 1mo ago | ||
| WikiArt | CIN | PSNR41.92 | 8 | 1mo ago | |
| Stable Diffusion 2.0 | TPR (Clean)100 | 8 | 4d ago | ||
| DALL-E 3 | AquaLoRA | PSNR18.28 | 7 | 26d ago | |
| CelebA-HQ Dataset | Gaussian Shading | ACC100 | 6 | 1mo ago | |
| Stable Diffusion V1.4 | TPR (Clean)100 | 6 | 1mo ago | ||
| Watermarked Images | PSNR42.3 | 5 | 19d ago | ||
| Standard Evaluation Images | PSNR40.33 | 5 | 1mo ago | ||
| RAR-generated images ImageNet (val) | Post hoc pixel | FID3.09 | 3 | 1mo ago | |
| CIFAR-100 | ADD | PSNR (dB)35.75 | 1 | 5d ago | |
| CIFAR-10 | ADD | PSNR (dB)36.16 | 1 | 5d ago | |
| MS-COCO in-domain | ADD | PSNR (dB)32.36 | 1 | 5d ago | |
| COCO | - | - | 0 | 1mo ago | |
| DIV2K | - | - | 0 | 1mo ago |
