Image Denoising on Set12 (PSNR, BOPs)
31.01PSNRSwinIR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SwinIRCategory=FP, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 31.01 | 21 | |
| DnCNNCategory=FP, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 30.44 | 1 | |
| BBCUCategory=BNN, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 29.33 | 9 | |
| DnCNN-liteCategory=FP, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 29.05 | 36.6 | |
| TinyLUTCategory=LUT, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 28.26 | 729.8 | |
| BBCU-liteCategory=BNN, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 28.22 | 1 | |
| LogicIR-S-4RTCategory=Logic, Rotational Ensembles=4, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 28.22 | 169.3 | |
| LogicIR-S-2RTCategory=Logic, Rotational Ensembles=2, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 28.07 | 84.7 | |
| HKLUTCategory=LUT, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.94 | 499.4 | |
| LogicIR-LCategory=Logic, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.94 | 78.6 | |
| ReActNetCategory=BNN, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.91 | 1 | |
| LogicIR-SCategory=Logic, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.83 | 41.4 | |
| SR-LUTCategory=LUT, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.1 | 1 | |
| Bi-RealCategory=BNN, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 26.96 | 1 | |
| BBCU-lite-fullyCategory=BNN, All Layers Binarized=true, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 25.39 | 700.6 |