JPEG compression artifact removal on UHD-JPEG q = 30
34.77PSNRIERR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IERRParams=0.503M, FLOPs=36.24G, Input size=1024 x 10242026.04 | 34.77 | 96.09 | 0.112 | |
| ERRParams=1.131M, FLOPs=38.59G, Input size=1024 x 10242026.04 | 34.65 | 96.11 | 0.109 | |
| D2NetParams=5.22M, FLOPs=595.39G, Input size=1024 x 10242026.04 | 34.63 | 96 | 0.1192 | |
| UHDformerParams=0.339M, FLOPs=48.37G, Input size=1024 x 10242026.04 | 34.49 | 95.9 | 0.1219 | |
| ConvIRParams=14.816M, FLOPs=2.063T, Input size=1024 x 10242026.04 | 33.98 | 95.86 | 0.1097 | |
| SwinIRParams=11.456M, FLOPs=12.034T, Input size=1024 x 10242026.04 | 33.84 | 95.73 | 0.1146 | |
| RestormerParams=26.097M, FLOPs=2.256T, Input size=1024 x 10242026.04 | 33.79 | 95.73 | 0.1105 | |
| NAFNetParams=115.865M, FLOPs=1.012T, Input size=1024 x 10242026.04 | 33.77 | 95.69 | 0.1121 | |
| UHDPromerParams=0.743M, FLOPs=32.56G, Input size=1024 x 10242026.04 | 33.71 | 95.66 | 0.1148 | |
| TaylorFormerV2Params=7.268M, FLOPs=1.144T, Input size=1024 x 10242026.04 | 33.45 | 95.51 | 0.1085 | |
| UformerParams=50.392M, FLOPs=1.372T, Input size=1024 x 10242026.04 | 32.32 | 94.46 | 0.186 |