Image Denoising on RawNIND rendered sRGB
23.63PSNRRestormer-SIDD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Restormer-SIDDTraining protocol=Trained DL (reference), GPU Time (s)=0.35, Crop Size=512x5122026.07 | 23.63 | 0.873 | 0.207 | 0.206 | 9.46 | |
| SCUNet-realTraining protocol=Trained DL (reference), GPU Time (s)=0.14, Crop Size=512x5122026.07 | 23.42 | 0.861 | 0.25 | 0.247 | 10.35 | |
| GALOSH-YUVTraining protocol=Blind, training-free, CPU Time (s)=0.077, GPU Time (s)=0.012, Crop Size=512x5122026.07 | 23.33 | 0.841 | 0.265 | 0.227 | 7.12 | |
| NAFNet-SIDDTraining protocol=Trained DL (reference), GPU Time (s)=0.13, Crop Size=512x5122026.07 | 22.58 | 0.832 | 0.279 | 0.237 | 10.13 | |
| Guided filterTraining protocol=Blind, training-free, CPU Time (s)=0.012, Crop Size=512x5122026.07 | 22.5 | 0.724 | 0.402 | 0.236 | 8.62 | |
| CBM3DTraining protocol=Blind, training-free, CPU Time (s)=2.601t, Crop Size=512x5122026.07 | 22.49 | 0.72 | 0.396 | 0.228 | 6.33 | |
| Color-NLMTraining protocol=Blind, training-free, CPU Time (s)=0.19, Crop Size=512x5122026.07 | 22.48 | 0.761 | 0.353 | 0.225 | 7.82 | |
| Noisy inputCrop Size=512x5122026.07 | 22.13 | 0.662 | 0.479 | 0.253 | 8.58 |