Gaussian Denoising on UHD-Noise (σ=25)
32.63PSNRIERR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IERRParams=0.503M, FLOPs=36.24G, Input size=1024 × 10242026.04 | 32.63 | 0.942 | 0.1385 | |
| ERRParams=1.131M, FLOPs=38.59G, Input size=1024 × 10242026.04 | 32.49 | 0.9417 | 0.1425 | |
| D2NetParams=5.22M, FLOPs=595.39G, Input size=1024 × 10242026.04 | 32.38 | 0.9354 | 0.1867 | |
| SwinIRParams=11.456M, FLOPs=12.034T, Input size=1024 × 10242026.04 | 32.33 | 0.9402 | 0.1473 | |
| UHDformerParams=0.339M, FLOPs=48.37G, Input size=1024 × 10242026.04 | 32.29 | 0.9369 | 0.161 | |
| NAFNetParams=115.865M, FLOPs=1.012T, Input size=1024 × 10242026.04 | 32.09 | 0.9365 | 0.185 | |
| RestormerParams=26.097M, FLOPs=2.256T, Input size=1024 × 10242026.04 | 31.93 | 0.9352 | 0.1509 | |
| UHDPromerParams=0.743M, FLOPs=32.56G, Input size=1024 × 10242026.04 | 31.53 | 0.9295 | 0.1785 | |
| ConvIRParams=14.816M, FLOPs=2.063T, Input size=1024 × 10242026.04 | 31.02 | 0.9218 | 0.1602 | |
| UformerParams=50.392M, FLOPs=1.372T, Input size=1024 × 10242026.04 | 30.2 | 0.908 | 0.3182 | |
| TaylorFormerV2Params=7.268M, FLOPs=1.144T, Input size=1024 × 10242026.04 | 28.63 | 0.8742 | 0.295 |