JPEG compression artifact removal on UHD-JPEG q = 5
27.56PSNRIERR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IERRParams=0.503M, FLOPs=36.24G, Input size=1024 x 10242026.04 | 27.56 | 84.27 | 0.3841 | |
| ERRParams=1.131M, FLOPs=38.59G, Input size=1024 x 10242026.04 | 27.39 | 84.15 | 0.3864 | |
| D2NetParams=5.22M, FLOPs=595.39G, Input size=1024 x 10242026.04 | 26.95 | 81.31 | 0.3976 | |
| RestormerParams=26.097M, FLOPs=2.256T, Input size=1024 x 10242026.04 | 26.81 | 81.71 | 0.3858 | |
| UHDformerParams=0.339M, FLOPs=48.37G, Input size=1024 x 10242026.04 | 26.72 | 80.96 | 0.4111 | |
| UformerParams=50.392M, FLOPs=1.372T, Input size=1024 x 10242026.04 | 26.69 | 81.62 | 0.4018 | |
| SwinIRParams=11.456M, FLOPs=12.034T, Input size=1024 x 10242026.04 | 26.67 | 80.84 | 0.3876 | |
| ConvIRParams=14.816M, FLOPs=2.063T, Input size=1024 x 10242026.04 | 26.55 | 80.41 | 0.3856 | |
| NAFNetParams=115.865M, FLOPs=1.012T, Input size=1024 x 10242026.04 | 26.42 | 80.31 | 0.3931 | |
| UHDPromerParams=0.743M, FLOPs=32.56G, Input size=1024 x 10242026.04 | 26.37 | 80.21 | 0.3917 | |
| TaylorFormerV2Params=7.268M, FLOPs=1.144T, Input size=1024 x 10242026.04 | 26.24 | 79.73 | 0.3977 |