Video Super-resolution on FETV
0.649Warping ErrorWarped Diffusion
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Warped DiffusionNoise warping scheme=Gaussian Process Warping, Super-resolution scale=8x2024.10 | 0.649 | 58.189 | 8.882 | 0.235 | 0.943 | 0.654 | 0.221 | 0.008 | |
| GP WarpingSuper-resolution scale=8x2024.10 | 0.812 | 75.763 | 8.291 | 0.225 | 0.941 | 0.653 | 0.226 | 0.008 | |
| ResampleNoise warping scheme=Independent, Super-resolution scale=8x2024.10 | 0.934 | 47.55 | 8.879 | 0.229 | 0.948 | 0.708 | 0.183 | 0.005 | |
| FixedNoise warping scheme=Independent, Super-resolution scale=8x2024.10 | 0.94 | 48.764 | 8.746 | 0.227 | 0.948 | 0.716 | 0.188 | 0.005 | |
| BilinearNoise warping scheme=Gaussian Process, Super-resolution scale=8x2024.10 | 0.953 | 78.866 | 8.565 | 0.228 | 0.942 | 0.635 | 0.247 | 0.009 | |
| ResampleNoise warping scheme=Gaussian Process, Super-resolution scale=8x2024.10 | 0.974 | 54.778 | 9.471 | 0.225 | 0.954 | 0.661 | 0.209 | 0.006 | |
| NearestNoise warping scheme=Gaussian Process, Super-resolution scale=8x2024.10 | 0.975 | 79.743 | 8.896 | 0.224 | 0.939 | 0.637 | 0.243 | 0.009 | |
| BilinearNoise warping scheme=Independent, Super-resolution scale=8x2024.10 | 0.99 | 66.33 | 8.832 | 0.228 | 0.942 | 0.684 | 0.216 | 0.008 | |
| FixedNoise warping scheme=Gaussian Process, Super-resolution scale=8x2024.10 | 1.006 | 54.058 | 8.045 | 0.222 | 0.954 | 0.666 | 0.198 | 0.007 | |
| NearestNoise warping scheme=Independent, Super-resolution scale=8x2024.10 | 1.048 | 67.078 | 8.608 | 0.228 | 0.943 | 0.683 | 0.227 | 0.007 |