Image Denoising on BSD68 (PSNR and BOPs)
29.5PSNRSwinIR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SwinIRCategory=FP, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 29.5 | 21 | |
| DnCNNCategory=FP, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 29.23 | 1 | |
| BBCUCategory=BNN, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 28.45 | 9 | |
| DnCNN-liteCategory=FP, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 28.24 | 36.6 | |
| LogicIR-S-4RTCategory=Logic, Rotational Ensembles=4, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.71 | 169.3 | |
| BBCU-liteCategory=BNN, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.62 | 1 | |
| LogicIR-S-2RTCategory=Logic, Rotational Ensembles=2, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.59 | 84.7 | |
| LogicIR-LCategory=Logic, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.5 | 78.6 | |
| TinyLUTCategory=LUT, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.48 | 729.8 | |
| LogicIR-SCategory=Logic, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.4 | 41.4 | |
| HKLUTCategory=LUT, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.34 | 499.4 | |
| ReActNetCategory=BNN, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 27.32 | 1 | |
| SR-LUTCategory=LUT, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 26.66 | 1 | |
| Bi-RealCategory=BNN, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 26.62 | 1 | |
| BBCU-lite-fullyCategory=BNN, All Layers Binarized=true, Noise level (sigma)=25, Input Resolution=1280 x 7202026.06 | 25.23 | 700.6 |