| split | PSNR | SSIM |
|---|---|---|
| train n=720 | 28.1670 | 0.8591 |
| val n=135 | 27.5742 | 0.8484 |
| test n=45 | 28.4700 | 0.8563 |
- Trained with L1 + adversarial. - Fine-tuned from the published x4 checkpoint into an x6 architecture, with the upsampling stage rebuilt for a factor of 6. - 20,000 steps on 720 training frames, evaluated on held-out val and test splits.
Same subject across the row; each column is the same stage in every project.




















Code and full results on GitHub
Every number is read from the file the run produced. github.com/hammasbuilds · kaggle.com/muhammadhammas13