Image Deblurring on RWBI (test)
3.383NIQEXYScanNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| XYScanNetTraining dataset=GoPro2024.12 | 3.383 | — | — | — | — | — | — | — | |
| FFTformerTraining dataset=GoPro2024.12 | 3.384 | — | — | — | — | — | — | — | |
| NAFNetTraining dataset=GoPro2024.12 | 3.441 | — | — | — | — | — | — | — | |
| LoFormerTraining dataset=GoPro2024.12 | 3.536 | — | — | — | — | — | — | — | |
| BlurredDescription=Original blurred inputs2024.12 | 3.546 | — | — | — | — | — | — | — | |
| MPRNetTraining dataset=GoPro2024.12 | 3.591 | — | — | — | — | — | — | — | |
| RestormerTraining dataset=GoPro2024.12 | 3.594 | — | — | — | — | — | — | — | |
| UFPNetTraining dataset=GoPro2024.12 | 3.69 | — | — | — | — | — | — | — | |
| GLOWDeblur2026.01 | 4.796 | 0.635 | 3.732 | 6.393 | 0.474 | 4.789 | 36.625 | 33.271 | |
| MLWNet2026.01 | 4.886 | 0.565 | 3.068 | 6.185 | 0.424 | 4.459 | 37.403 | 34.259 | |
| Restormervariant=asterisk version2026.01 | 5.545 | 0.522 | 2.18 | 5.608 | 0.283 | 5.133 | 39.192 | 37.569 | |
| FPro2026.01 | 5.55 | 0.483 | 1.771 | 5.474 | 0.236 | 5.182 | 39.581 | 40.208 | |
| HI-Diff2026.01 | 5.589 | 0.554 | 2.875 | 5.879 | 0.372 | 4.993 | 40.674 | 37.047 | |
| Restormervariant=standard2026.01 | 5.682 | 0.501 | 1.846 | 5.433 | 0.257 | 5.291 | 39.945 | 40.76 | |
| MISC-Filter2026.01 | 5.793 | 0.492 | 2.15 | 5.079 | 0.301 | 5.468 | 43.271 | 38.705 | |
| DiffIR2026.01 | 5.831 | 0.494 | 1.807 | 5.457 | 0.256 | 5.353 | 42.319 | 41.304 | |
| Diff-Plugin2026.01 | 5.988 | 0.46 | 1.371 | 5.028 | 0.234 | 5.67 | 40.488 | 47.048 |