Gaussian Denoising on UHD-Noise σ=15
35.07PSNRIERR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| IERRParams=0.503M, FLOPs=36.24G, Input size=1024 × 10242026.04 | 35.07 | 96.29 | 0.0954 | |
| ERRParams=1.131M, FLOPs=38.59G, Input size=1024 × 10242026.04 | 34.94 | 96.27 | 0.0974 | |
| D2NetParams=5.22M, FLOPs=595.39G, Input size=1024 × 10242026.04 | 34.89 | 96.08 | 0.109 | |
| UHDformerParams=0.339M, FLOPs=48.37G, Input size=1024 × 10242026.04 | 34.68 | 95.83 | 0.1073 | |
| SwinIRParams=11.456M, FLOPs=12.034T, Input size=1024 × 10242026.04 | 34.47 | 96.02 | 0.0953 | |
| NAFNetParams=115.865M, FLOPs=1.012T, Input size=1024 × 10242026.04 | 34.25 | 95.83 | 0.1157 | |
| RestormerParams=26.097M, FLOPs=2.256T, Input size=1024 × 10242026.04 | 33.82 | 95.52 | 0.089 | |
| UHDPromerParams=0.743M, FLOPs=32.56G, Input size=1024 × 10242026.04 | 33.74 | 95.33 | 0.1116 | |
| TaylorFormerV2Params=7.268M, FLOPs=1.144T, Input size=1024 × 10242026.04 | 33.21 | 94.34 | 0.1334 | |
| ConvIRParams=14.816M, FLOPs=2.063T, Input size=1024 × 10242026.04 | 33.12 | 94.79 | 0.1041 | |
| UformerParams=50.392M, FLOPs=1.372T, Input size=1024 × 10242026.04 | 31.78 | 93.09 | 0.2576 |