Super-Resolution on RealSR (PSNR, SSIM, LPIPS)
32.6PSNREchoSR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EchoSRSource=Ours, Scale=x2, # Params=929K2026.05 | 32.6 | 91.21 | 0.2527 | |
| SeeMoReSource=ICML24, Scale=x2, # Params=931K2026.05 | 32.41 | 90.74 | 0.2668 | |
| DATSource=ICCV23, Scale=x2, # Params=553K2026.05 | 32.4 | 90.63 | 0.2737 | |
| MambaIRSource=ECCV24, Scale=x2, # Params=905K2026.05 | 32.22 | 90.05 | 0.2751 | |
| HiT-SRSource=ECCV24, Scale=x2, # Params=772K2026.05 | 32.09 | 90.42 | 0.2738 | |
| SwinIRSource=ICCV21, Scale=x2, # Params=878K2026.05 | 31.99 | 90.07 | 0.2812 | |
| SRFormerSource=ICCV23, Scale=x2, # Params=853K2026.05 | 31.9 | 90.02 | 0.2827 | |
| SeeMoReSource=ICML24, Scale=x4, # Params=969K2026.05 | 28.37 | 80.7 | 0.3794 | |
| DATSource=ICCV23, Scale=x4, # Params=573K2026.05 | 28.29 | 80.64 | 0.3812 | |
| EchoSRSource=Ours, Scale=x4, # Params=948K2026.05 | 28.29 | 81.03 | 0.3708 | |
| MambaIRSource=ECCV24, Scale=x4, # Params=924K2026.05 | 28.18 | 80.17 | 0.3824 | |
| HiT-SRSource=ECCV24, Scale=x4, # Params=792K2026.05 | 28.13 | 80.74 | 0.3799 | |
| SRFormerSource=ICCV23, Scale=x4, # Params=873K2026.05 | 28.07 | 80.5 | 0.3869 | |
| SwinIRSource=ICCV21, Scale=x4, # Params=897K2026.05 | 28.06 | 80.28 | 0.3878 |