DRealSR
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Super-Resolution | DrealSR | MANIQA60.21 | 130 | |
| Real-World Image Super-Resolution | DrealSR | LPIPS0.265 | 35 | |
| Image Restoration | DrealSR (test) | MUSIQ70.85 | 27 | |
| Image Restoration | DRealsr | CLIPIQA0.7169 | 20 | |
| Arbitrary-scale Super-Resolution | DRealSR x3 (test) | PSNR31.89 | 18 | |
| Image Super-Resolution | DRealSR (test) | MANIQA0.63 | 17 | |
| 4× Super-Resolution | DRealSR (test) | PSNR29.71 | 12 | |
| Blind Image Super-Resolution | DRealSR synthetic 62 | PSNR26.3844 | 10 | |
| Super-resolution | DRealSR 39 (test) | PSNR29.17 | 9 | |
| Real-World Image Super-Resolution | DRealSR 36 (val) | PSNR28.1153 | 9 | |
| Single Image Super-resolution | DRealSR 46 (test) | LPIPS0.276 | 9 | |
| Super-Resolution | DrealSR 4x | NIQE6.36 | 7 | |
| Super-Resolution | DrealSR 2x | NIQE5.66 | 7 | |
| Image Super-resolution | DrealSR 4× | PSNR28.97 | 7 | |
| Image Super-resolution | DrealSR 2× | PSNR30.52 | 7 | |
| Super-Resolution | DRealSR | PSNR27.53 | 6 | |
| Blind Image Super-resolution | DRealSR | PSNR28.5 | 5 | |
| Real-world Single Image Super-Resolution | DRealSR (test) | PSNR29.2 | 5 | |
| Real Image Super-Resolution | DRealSR unseen (test) | PSNR30.58 | 5 | |
| Real-Image Super-Resolution | DrealSR | PSNR28.701 | 4 | |
| Real-world Super-Resolution | DRealSR v1.0 (test) | PSNR23.73 | 4 | |
| Super-Resolution | DRealSR (test) | NIQE4.847 | 4 | |
| Image Quality Assessment Consistency | DRealSR (test) | SSIM0.02 | 3 | |
| Super-resolution | DRealSR | Parameters (B)10.5 | 3 |
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