Image Restoration
Image Restoration is a family of inverse problems for obtaining a high quality image from a corrupted input image. Corruption may occur due to the image-capture process (e.g., noise, lens blur), post-processing (e.g., JPEG compression), or photography in non-ideal conditions (e.g., haze, motion blur).
Papers
Showing 1–25 of 1459 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | OneRestore | Average PSNR (dB) | 28.72 | — | Unverified |
| 2 | SRUDC | Average PSNR (dB) | 27.64 | — | Unverified |
| 3 | Restormer | Average PSNR (dB) | 26.99 | — | Unverified |
| 4 | WGWSNet | Average PSNR (dB) | 26.96 | — | Unverified |
| 5 | DGUNet | Average PSNR (dB) | 26.92 | — | Unverified |
| 6 | OKNet | Average PSNR (dB) | 26.33 | — | Unverified |
| 7 | MIRNet | Average PSNR (dB) | 25.97 | — | Unverified |
| 8 | PromptIR | Average PSNR (dB) | 25.9 | — | Unverified |
| 9 | MPRNet | Average PSNR (dB) | 25.47 | — | Unverified |
| 10 | MIRNetv2 | Average PSNR (dB) | 25.37 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | 73 | 0L | 37 | — | Unverified |