Image Deblurring on DVD
35.21PSNRFFTformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FFTformerTime (s)=2.2938, FLOPs (G)=6,3432026.03 | 35.21 | 95.8 | |
| AdaIRTime (s)=1.2081, FLOPs (G)=7,7842026.03 | 34.8 | 94.7 | |
| MambaIRTime (s)=4.7858, FLOPs (G)=12,4002026.03 | 34.6 | 94.6 | |
| ARF-ICTime (s)=0.3311, FLOPs (G)=3782026.03 | 34.39 | 94.43 | |
| MixNetTime (s)=0.0653, FLOPs (G)=1,6852026.03 | 34.05 | 93.5 | |
| D2NetTime (s)=0.3890, FLOPs (G)=1,7282026.03 | 34.05 | 93.5 | |
| TriFormerTime (s)=0.4350, FLOPs (G)=1,6932026.03 | 33.85 | 93.4 | |
| StripformerTime (s)=0.4504, FLOPs (G)=7,4092026.03 | 33.68 | 94.2 | |
| UformerTime (s)=0.6218, FLOPs (G)=4,1152026.03 | 33.57 | 94.7 | |
| RestormerTime (s)=0.8623, FLOPs (G)=7,4542026.03 | 33.52 | 94.1 | |
| ERRTime (s)=0.3680, FLOPs (G)=1212026.03 | 33.25 | 92.1 | |
| UHDDIPTime (s)=0.2699, FLOPs (G)=1072026.03 | 33.05 | 92 | |
| UHDPromerTime (s)=0.2169, FLOPs (G)=962026.03 | 33.03 | 94.03 | |
| MIMO-UNet++Time (s)=0.0936, FLOPs (G)=3,0092026.03 | 32.85 | 91.8 | |
| UHDformerTime (s)=0.3157, FLOPs (G)=1482026.03 | 31.85 | 91 |