Grayscale Image Denoising on BDS68 (test)
31.88PSNRNLRN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NLRNParameters=340k, Noise Level (σ)=15, Inference Time (s)=26.662023.06 | 31.88 | 89.32 | |
| GCDNParameters=6M, Noise Level (σ)=15, Inference Time (s)=539.72023.06 | 31.83 | 89.33 | |
| GroupCDL-SParameters=550k, Noise Level (σ)=15, Inference Time (s)=0.652023.06 | 31.82 | 89.41 | |
| CDLNetParameters=507k, Noise Level (σ)=15, Inference Time (s)=0.0222023.06 | 31.74 | 89.18 | |
| DnCNNParameters=556k, Noise Level (σ)=15, Inference Time (s)=0.0392023.06 | 31.73 | 89.07 | |
| GroupSCParameters=68k, Noise Level (σ)=15, Inference Time (s)=23.632023.06 | 31.7 | 89.63 | |
| IRCNNsigma=152017.04 | 31.63 | — | |
| TNRDsigma=152017.04 | 31.42 | — | |
| WNNMsigma=152017.04 | 31.37 | — | |
| BM3DNoise Level (σ)=15, Inference Time (s)=0.0112023.06 | 31.07 | 87.17 | |
| BM3Dsigma=152017.04 | 31.07 | — | |
| NLRNParameters=340k, Noise Level (σ)=25, Inference Time (s)=26.662023.06 | 29.41 | 83.31 | |
| GroupCDL-SParameters=550k, Noise Level (σ)=25, Inference Time (s)=0.652023.06 | 29.38 | 83.51 | |
| GCDNParameters=6M, Noise Level (σ)=25, Inference Time (s)=539.72023.06 | 29.35 | 83.32 | |
| CDLNetParameters=507k, Noise Level (σ)=25, Inference Time (s)=0.0222023.06 | 29.26 | 83.06 | |
| DnCNNParameters=556k, Noise Level (σ)=25, Inference Time (s)=0.0392023.06 | 29.23 | 82.78 | |
| GroupSCParameters=68k, Noise Level (σ)=25, Inference Time (s)=23.632023.06 | 29.2 | 83.36 | |
| IRCNNsigma=252017.04 | 29.15 | — | |
| MLPsigma=252017.04 | 28.96 | — | |
| TNRDsigma=252017.04 | 28.92 | — | |
| WNNMsigma=252017.04 | 28.83 | — | |
| BM3DNoise Level (σ)=25, Inference Time (s)=0.0112023.06 | 28.57 | 80.13 | |
| BM3Dsigma=252017.04 | 28.57 | — | |
| NLRNParameters=340k, Noise Level (σ)=50, Inference Time (s)=26.662023.06 | 26.47 | 72.98 | |
| GroupCDL-SParameters=550k, Noise Level (σ)=50, Inference Time (s)=0.652023.06 | 26.47 | 73.32 | |
| GCDNParameters=6M, Noise Level (σ)=50, Inference Time (s)=539.72023.06 | 26.38 | 73.89 | |
| CDLNetParameters=507k, Noise Level (σ)=50, Inference Time (s)=0.0222023.06 | 26.35 | 72.69 | |
| DnCNNParameters=556k, Noise Level (σ)=50, Inference Time (s)=0.0392023.06 | 26.23 | 71.89 | |
| IRCNNsigma=502017.04 | 26.19 | — | |
| GroupSCParameters=68k, Noise Level (σ)=50, Inference Time (s)=23.632023.06 | 26.17 | 71.83 | |
| MLPsigma=502017.04 | 26.03 | — | |
| TNRDsigma=502017.04 | 25.97 | — | |
| WNNMsigma=502017.04 | 25.87 | — | |
| BM3DNoise Level (σ)=50, Inference Time (s)=0.0112023.06 | 25.62 | 68.64 | |
| BM3Dsigma=502017.04 | 25.62 | — |