Gaussian Denoising on UHD-Noise (σ=50)
29.81PSNRIERR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IERRParams=0.503M, FLOPs=36.24G, Input size=1024 × 10242026.04 | 29.81 | 90.6 | 0.2354 | |
| D2NetParams=5.22M, FLOPs=595.39G, Input size=1024 × 10242026.04 | 29.77 | 90.39 | 0.2616 | |
| SwinIRParams=11.456M, FLOPs=12.034T, Input size=1024 × 10242026.04 | 29.64 | 90.31 | 0.2581 | |
| ERRParams=1.131M, FLOPs=38.59G, Input size=1024 × 10242026.04 | 29.55 | 90.46 | 0.247 | |
| NAFNetParams=115.865M, FLOPs=1.012T, Input size=1024 × 10242026.04 | 29.41 | 90.04 | 0.2617 | |
| RestormerParams=26.097M, FLOPs=2.256T, Input size=1024 × 10242026.04 | 29.34 | 89.91 | 0.2561 | |
| UHDPromerParams=0.743M, FLOPs=32.56G, Input size=1024 × 10242026.04 | 28.58 | 88.52 | 0.2853 | |
| TaylorFormerV2Params=7.268M, FLOPs=1.144T, Input size=1024 × 10242026.04 | 28.27 | 87.05 | 0.2908 | |
| ConvIRParams=14.816M, FLOPs=2.063T, Input size=1024 × 10242026.04 | 28.26 | 86.5 | 0.2479 | |
| UformerParams=50.392M, FLOPs=1.372T, Input size=1024 × 10242026.04 | 28.06 | 87.21 | 0.3936 | |
| UHDformerParams=0.339M, FLOPs=48.37G, Input size=1024 × 10242026.04 | 27.21 | 84.58 | 0.3769 |