Denoising on Darmstadt Noise Dataset
Metric: PSNR (higher is better)
Metric: PSNR (higher is better)
| # | Model↕ | PSNR▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SINDy | 81 | No | Sparse learning of stochastic dynamic equations | 2017-12-06 | Code |
| 2 | Pixel-shuffling Downsampling | 38.4 | No | When AWGN-based Denoiser Meets Real Noises | 2019-04-06 | Code |
| 3 | TWSC | 37.93 | No | A Trilateral Weighted Sparse Coding Scheme for R... | 2018-07-11 | - |
| 4 | CBDNet(Syn) | 37.57 | No | Toward Convolutional Blind Denoising of Real Pho... | 2018-07-12 | Code |
| 5 | MCWNNM | 37.38 | No | Multi-channel Weighted Nuclear Norm Minimization... | 2017-05-28 | - |
| 6 | Han et al | 35.95 | No | k-Space Deep Learning for Accelerated MRI | 2018-05-10 | Code |
| 7 | FFDNet | 34.4 | No | FFDNet: Toward a Fast and Flexible Solution for ... | 2017-10-11 | Code |
| 8 | TNRD | 33.65 | No | Trainable Nonlinear Reaction Diffusion: A Flexib... | 2015-08-12 | - |
| 9 | CDnCNN-B | 32.43 | No | Beyond a Gaussian Denoiser: Residual Learning of... | 2016-08-13 | Code |
| 10 | NLRN | 30.8 | No | Non-Local Recurrent Network for Image Restoration | 2018-06-07 | Code |