Image Deblurring on UHD-Blur
31.53PSNRC2SSM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| C2SSMParam=2.71M2026.02 | 31.53 | 89 | |
| ARF-ICParams (M)=3.83, Time (s)=0.725, FLOPs (G)=2,7992026.03 | 30.838 | 88.16 | |
| IERRParameter=0.503M2026.04 | 30.53 | 87.3 | |
| D2NetParameter=5.22M2026.04 | 30.46 | 87.2 | |
| MambaIRParams (M)=2.01, Time (s)=32.027, FLOPs (G)=82,6662026.03 | 30.4 | 86.94 | |
| ERRParams (M)=1.13, Time (s)=2.743, FLOPs (G)=8072026.03 | 29.72 | 86.1 | |
| ERRType=UHD, Venue=CVPR’25, Param=1.13M2026.02 | 29.72 | 86.1 | |
| ERRParameter=1.131M2026.04 | 29.72 | 86.1 | |
| UHDPromerParams (M)=0.74, Time (s)=1.462, FLOPs (G)=6402026.03 | 29.527 | 85.85 | |
| UHDPromerParameter=0.743M2026.04 | 29.52 | 85.8 | |
| UHDDIPParams (M)=0.81, Time (s)=1.877, FLOPs (G)=7112026.03 | 29.517 | 85.85 | |
| UHDDIPParameter=0.81M2026.04 | 29.51 | 85.8 | |
| MixNetParams (M)=5.22, Time (s)=0.405, FLOPs (G)=11,2352026.03 | 29.43 | 85.5 | |
| UHD-processerType=UHD, Venue=CVPR’25, Param=1.6M2026.02 | 29.43 | 85.5 | |
| DreamUHDType=UHD, Venue=AAAI’25, Param=1.45M2026.02 | 29.33 | 85.2 | |
| DreamUHDParameter=1.456M2026.04 | 29.33 | 85.2 | |
| TriFormerParams (M)=1.09, Time (s)=8.035, FLOPs (G)=11,2832026.03 | 28.91 | 84.5 | |
| UHD-processerParameter=1.6M2026.04 | 28.91 | 85.1 | |
| AdaIRParams (M)=1.05, Time (s)=6.872, FLOPs (G)=51,8952026.03 | 28.838 | 85.16 | |
| UHDformerParams (M)=0.44, Time (s)=6.334, FLOPs (G)=9852026.03 | 28.821 | 23.7 | |
| UHDformerType=UHD, Venue=AAAI’24, Param=0.34M2026.02 | 28.82 | 84.4 | |
| UHDFormerParameter=0.339M2026.04 | 28.82 | 84.4 | |
| D2NetParams (M)=5.22, Time (s)=7.743, FLOPs (G)=11,5232026.03 | 28.46 | 85.2 | |
| UHDDIPType=UHD, Venue=TCSVT’25, Param=0.81M2026.02 | 28.28 | 84.5 | |
| FFTformerType=non-UHD, Venue=CVPR’23, Param=16.6M2026.02 | 25.41 | 75.7 | |
| FFTformerParameter=16.6M2026.04 | 25.41 | 72.5 | |
| FFTformerParams (M)=16.60, Time (s)=15.285, FLOPs (G)=42,2892026.03 | 25.409 | 75.71 | |
| UformerType=non-UHD, Venue=CVPR’22, Param=20.6M2026.02 | 25.27 | 75.2 | |
| UformerParameter=20.6M2026.04 | 25.27 | 73.7 | |
| UformerParams (M)=20.60, Time (s)=3.400, FLOPs (G)=27,4362026.03 | 25.267 | 75.15 | |
| RestormerParams (M)=26.10, Time (s)=5.647, FLOPs (G)=49,6932026.03 | 25.21 | 75.22 | |
| RestormerType=non-UHD, Venue=CVPR’22, Param=26.1M2026.02 | 25.21 | 75.2 | |
| RestormerParameter=26.1M2026.04 | 25.21 | 69.3 | |
| StripformerParams (M)=19.70, Time (s)=2.999, FLOPs (G)=49,3922026.03 | 25.052 | 75.01 | |
| StripformerType=non-UHD, Venue=ECCV’22, Param=19.7M2026.02 | 25.05 | 75 | |
| MIMO-Unet++Type=non-UHD, Venue=ICCV’21, Param=16.1M2026.02 | 25.03 | 75.2 | |
| MIMO-UNet++Params (M)=16.10, Time (s)=0.625, FLOPs (G)=20,0612026.03 | 25.025 | 75.17 |