JPEG compression artifact removal on UHD-JPEG q = 10
30.33PSNRIERR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IERRParams=0.503M, FLOPs=36.24G, Input size=1024 x 10242026.04 | 30.33 | 90.78 | 0.2839 | |
| ERRParams=1.131M, FLOPs=38.59G, Input size=1024 x 10242026.04 | 30.19 | 90.64 | 0.2851 | |
| D2NetParams=5.22M, FLOPs=595.39G, Input size=1024 x 10242026.04 | 30.02 | 90.09 | 0.3009 | |
| UHDformerParams=0.339M, FLOPs=48.37G, Input size=1024 x 10242026.04 | 29.81 | 89.72 | 0.3033 | |
| NAFNetParams=115.865M, FLOPs=1.012T, Input size=1024 x 10242026.04 | 29.73 | 90.03 | 0.2845 | |
| RestormerParams=26.097M, FLOPs=2.256T, Input size=1024 x 10242026.04 | 29.35 | 89.41 | 0.287 | |
| SwinIRParams=11.456M, FLOPs=12.034T, Input size=1024 x 10242026.04 | 29.33 | 89.02 | 0.2943 | |
| ConvIRParams=14.816M, FLOPs=2.063T, Input size=1024 x 10242026.04 | 29.31 | 89.05 | 0.2872 | |
| UHDPromerParams=0.743M, FLOPs=32.56G, Input size=1024 x 10242026.04 | 29.31 | 89.3 | 0.292 | |
| TaylorFormerV2Params=7.268M, FLOPs=1.144T, Input size=1024 x 10242026.04 | 29.17 | 88.88 | 0.3009 | |
| UformerParams=50.392M, FLOPs=1.372T, Input size=1024 x 10242026.04 | 28.86 | 88.54 | 0.333 |