Image Deblurring on MC-Blur UHDM
28.328PSNRARF-IC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ARF-ICParams (M)=3.83, Time (s)=0.984, FLOPs (G)=3,5712026.03 | 28.328 | 86.19 | |
| MambaIRParams (M)=2.01, Time (s)=54.419, FLOPs (G)=111,5992026.03 | 27.85 | 84.93 | |
| ERRParams (M)=1.13, Time (s)=4.397, FLOPs (G)=1,0892026.03 | 27.23 | 84.2 | |
| UHDPromerParams (M)=0.74, Time (s)=1.920, FLOPs (G)=8642026.03 | 27.039 | 83.87 | |
| UHDDIPParams (M)=0.81, Time (s)=3.163, FLOPs (G)=9602026.03 | 26.987 | 83.85 | |
| MixNetParams (M)=5.22, Time (s)=0.680, FLOPs (G)=15,1672026.03 | 26.91 | 83.45 | |
| UHDformerParams (M)=0.44, Time (s)=10.777, FLOPs (G)=1,3302026.03 | 26.481 | 22.1 | |
| TriFormerParams (M)=1.09, Time (s)=6.753, FLOPs (G)=15,2492026.03 | 26.44 | 82.62 | |
| AdaIRParams (M)=1.05, Time (s)=11.673, FLOPs (G)=70,0582026.03 | 26.338 | 83.24 | |
| D2NetParams (M)=5.22, Time (s)=5.952, FLOPs (G)=15,5562026.03 | 26.02 | 83.37 | |
| FFTformerParams (M)=16.60, Time (s)=25.979, FLOPs (G)=57,0912026.03 | 23.019 | 73.94 | |
| UformerParams (M)=20.60, Time (s)=5.846, FLOPs (G)=37,0382026.03 | 22.857 | 73.29 | |
| RestormerParams (M)=26.10, Time (s)=9.611, FLOPs (G)=67,0862026.03 | 22.78 | 73.41 | |
| StripformerParams (M)=19.70, Time (s)=5.097, FLOPs (G)=66,6792026.03 | 22.602 | 73.07 | |
| MIMO-UNet++Params (M)=16.10, Time (s)=1.055, FLOPs (G)=27,0822026.03 | 22.565 | 73.28 |