Image Super-resolution on BSD100 s=3 (test)
29.63PSNRHAT-L
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HAT-LTraining dataset=DF2K, Pre-trained on ImageNet=true2023.07 | 29.63 | 81.91 | |
| SwinFIRTraining dataset=DF2K, Pre-trained on ImageNet=true2023.07 | 29.55 | 81.69 | |
| HATTraining dataset=DF2K, Pre-trained on ImageNet=false2023.07 | 29.54 | 81.67 | |
| SwinIRTraining dataset=DF2K, Pre-trained on ImageNet=false2023.07 | 29.46 | 81.45 | |
| EDTTraining dataset=DF2K, Pre-trained on ImageNet=false2023.07 | 29.44 | 81.42 | |
| RCN-itTraining dataset=DF2K, Pre-trained on ImageNet=false2023.07 | 29.39 | 81.25 | |
| NLSNTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 29.34 | 81.17 | |
| SANTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 29.33 | 81.12 | |
| RCANTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 29.32 | 81.11 | |
| HANTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 29.32 | 81.1 | |
| IGNNTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 29.31 | 81.05 | |
| EDSRTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 29.25 | 80.93 | |
| ProposedTraining Dataset=DIV2K2016.11 | 29.18 | 80.71 | |
| RED30Number of layers=302016.06 | 28.93 | 79.94 | |
| RED20Number of layers=202016.06 | 28.9 | 79.93 | |
| Proposed-PTraining Dataset=291 dataset2016.11 | 28.86 | 79.87 | |
| DnCNN-3Training Dataset=291 dataset2016.11 | 28.84 | 79.76 | |
| VDSRTraining Dataset=291 dataset2016.11 | 28.82 | 79.76 | |
| RED10Number of layers=102016.06 | 28.79 | 79.75 | |
| CSCN2016.06 | 28.58 | 79.1 | |
| SRCNN2016.06 | 28.41 | 78.63 | |
| WaveMixSRTraining dataset=DIV2K, Pre-trained on ImageNet=false2023.07 | 28.38 | 80.43 | |
| NBSRF2016.06 | 28.36 | 78.56 | |
| ARFL+2016.06 | 28.36 | 78.51 | |
| CSC2016.06 | 28.31 | 78.53 | |
| TSE2016.06 | 28.3 | 78.43 |