Image Denoising on 68-image dataset sigma=15 (test)
34.1PSNRbasic model
Evaluation Results
| Method | Links | |
|---|---|---|
| basic modelnoise_level=152019.04 | 34.1 | |
| DnCNNnoise_level=152019.04 | 33.89 | |
| Big-CDLNet-SParameters=510k, GPU time=15 ms2021.03 | 31.74 | |
| DnCNNParameters=556k, GPU time=23 ms2021.03 | 31.72 | |
| FFDNetParameters=486k, GPU time=7 ms2021.03 | 31.63 | |
| CDLNet-SParameters=65k, GPU time=9 ms2021.03 | 31.6 | |
| TNRD7x7St.=82015.08 | 31.43 | |
| TNRD7x7St.=52015.08 | 31.42 | |
| CSCNetParameters=64k, GPU time=143 ms2021.03 | 31.4 | |
| WNNM2015.08 | 31.37 | |
| TNRD5x5St.=82015.08 | 31.34 | |
| TNRD5x5St.=52015.08 | 31.3 | |
| TNRD7x7St.=22015.08 | 31.3 | |
| LSSC2015.08 | 31.27 | |
| CSF7x72015.08 | 31.24 | |
| EPLL-GMM2015.08 | 31.19 | |
| opt-MRF7x72015.08 | 31.18 | |
| CSF5x52015.08 | 31.14 | |
| TNRD5x5St.=22015.08 | 31.14 | |
| BM3D2015.08 | 31.08 | |
| BM3D2021.03 | 31.07 | |
| ARF5x52015.08 | 30.7 |