Image Deblurring on UHD-Blur (test)
29.72PSNRERR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ERRParameter=1.131M2025.03 | 29.72 | 86.1 | — | |
| ERR stage2Stage=22025.03 | 29.68 | 85.7 | — | |
| UHDPromerVenue=-, Training Setting=Trained on UHD-Blur2026.03 | 29.527 | 85.84 | 0.2163 | |
| UHDformerVenue=AAAI’24, Training Setting=Trained on UHD-Blur2026.03 | 28.821 | 84.4 | 0.235 | |
| UHDFormerParameter=0.339M2025.03 | 28.82 | 84.4 | — | |
| UHDPromerVenue=-, Training Setting=Trained on GoPro2026.03 | 27.582 | 82.63 | 0.2554 | |
| UHDformerVenue=AAAI’24, Training Setting=Trained on GoPro2026.03 | 27.436 | 82.31 | 0.2774 | |
| DMPHNVenue=CVPR’19, Training Setting=Trained on GoPro2026.03 | 26.49 | 79.85 | 0.2696 | |
| LMARVenue=CVPR’24, Training Setting=Trained on UHD-Blur2026.03 | 26.472 | 79.89 | 0.247 | |
| FFTformerParameter=16.6M2025.03 | 25.41 | 72.5 | — | |
| FFTformerVenue=CVPR’23, Training Setting=Trained on UHD-Blur2026.03 | 25.409 | 75.71 | 0.3708 | |
| UformerParameter=20.6M2025.03 | 25.27 | 73.7 | — | |
| UformerVenue=CVPR’22, Training Setting=Trained on UHD-Blur2026.03 | 25.267 | 75.15 | 0.3851 | |
| RestormerParameter=26.1M2025.03 | 25.21 | 69.3 | — | |
| RestormerVenue=CVPR’22, Training Setting=Trained on UHD-Blur2026.03 | 25.21 | 75.22 | 0.3695 | |
| StripformerVenue=ECCV’22, Training Setting=Trained on UHD-Blur2026.03 | 25.052 | 75.01 | 0.374 | |
| StripformerParameter=19.7M2025.03 | 25.05 | 72.5 | — | |
| MIMO-Unet++Parameter=16.1M2025.03 | 25.03 | 81.1 | — | |
| MIMO-Unet++Venue=ICCV’21, Training Setting=Trained on UHD-Blur2026.03 | 25.025 | 75.17 | 0.3874 | |
| StripformerVenue=ECCV’22, Training Setting=Trained on GoPro2026.03 | 24.915 | 74.63 | 0.3299 | |
| RestormerVenue=CVPR’22, Training Setting=Trained on GoPro2026.03 | 24.872 | 74.84 | 0.355 | |
| FFTformerVenue=CVPR’23, Training Setting=Trained on GoPro2026.03 | 24.625 | 73.96 | 0.3428 | |
| MPRNetVenue=CVPR’21, Training Setting=Trained on GoPro2026.03 | 24.571 | 74.26 | 0.3597 | |
| UformerVenue=CVPR’22, Training Setting=Trained on GoPro2026.03 | 24.382 | 72.09 | 0.3901 | |
| MIMO-Unet++Venue=ICCV’21, Training Setting=Trained on GoPro2026.03 | 24.29 | 73.54 | 0.3723 | |
| ERR stage1Stage=12025.03 | 24.16 | 70.5 | — | |
| LMARVenue=CVPR’24, Training Setting=Trained on GoPro2026.03 | 23.04 | 78.94 | 0.3513 |