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The effect of various super-resolution methods on the accuracy and perceptual metrics.
| PSNR | SSIM | LPIPS | |
|---|---|---|---|
| Bicubic Upsampling | 19.1 | 0.30 | 0.34 |
| DeepSum | 20.1 | 0.31 | 0.35 |
| ESRGAN | 19.5 | 0.22 | 0.21 |
| DeepSum+ESRGAN | 19.7 | 0.25 | 0.20 |
Note: The bolded values indicate the best performing methods.
