Real-world Image Super-Resolution on RealSR (PSNR, SSIM, LPIPS, DISTS, FID, MUSIQ, MANIQA, NIQE)
25.15PSNROSEDiff
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| OSEDiffStep(s)=1, Model(s)=32026.06 | 25.15 | 73.41 | 0.2921 | 0.2128 | 123.49 | 69.09 | 63.35 | 5.65 | |
| SUPIRStep(s)=50, Model(s)=12026.06 | 25.03 | 67.05 | 0.3749 | 0.251 | 120.97 | 57.86 | 56.56 | 7.79 | |
| TEASRStep(s)=1, Model(s)=12026.06 | 24.83 | 71.98 | 0.2542 | 0.2003 | 103.97 | 68.5 | 62.65 | 5.43 | |
| TSD-SRStep(s)=1, Model(s)=32026.06 | 24.81 | 71.72 | 0.2743 | 0.2105 | 114.48 | 71.18 | 63.45 | 5.12 | |
| DiffBIRStep(s)=50, Model(s)=12026.06 | 24.75 | 65.67 | 0.3636 | 0.2312 | 128.99 | 64.98 | 62.46 | 5.53 | |
| StableSRStep(s)=200, Model(s)=12026.06 | 24.7 | 70.85 | 0.3018 | 0.2288 | 128.51 | 65.78 | 62.21 | 5.91 | |
| DiT4SRStep(s)=40, Model(s)=12026.06 | 23.5 | 66.57 | 0.3215 | 0.2251 | 118.55 | 67.77 | 65.64 | 5.98 |