| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Secret information extraction | Cat | Accuracy99.68 | 29 | |
| Image Generation | CAT 64x64 (N=9304) | Mean FID15.61 | 15 | |
| Image Generation | CAT 32x32 (train) | FID9.5 | 12 | |
| 3D Reconstruction and Rendering | Cat | PSNR24.83 | 9 | |
| 3-D reconstruction | Cat Reflective Object (test) | RMSE (mm)0.881 | 5 | |
| Anti-steganalysis | Cat | YeNet Score0.9902 | 5 | |
| Texture Reconstruction | Cat (test) | PSNR34.91 | 4 | |
| Image Generation | CAT 256x256 2011 | Min FID32.11 | 4 | |
| Image Generation | Cat | FID17.3 | 3 | |
| Image Generation | CAT 128x128 | Min FID15.85 | 3 |