Multi-frame Super-Resolution on BurstSR real-world images x4
48.27PSNRKBNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KBNetmode=multi-frame SR2021.12 | 48.27 | 0.9856 | 0.0248 | |
| DeepREPmode=multi-frame SR2021.12 | 48.15 | 0.9842 | 0.0265 | |
| DBSRmode=multi-frame SR2021.12 | 47.48 | 0.9824 | 0.0326 | |
| EBSRmode=multi-frame SR2021.12 | 47.25 | 0.98 | 0.0356 | |
| DANmode=single image blind SR2021.12 | 46.18 | 0.9777 | 0.0389 | |
| KBNettraining_degradation=Blind, zero_shot_transfer=true2021.12 | 45.68 | 0.979 | 0.042 | |
| DeepREPtraining_degradation=Blind, zero_shot_transfer=true2021.12 | 45.39 | 0.974 | 0.045 | |
| DBSRtraining_degradation=Blind, zero_shot_transfer=true2021.12 | 45.18 | 0.974 | 0.048 | |
| EBSRtraining_degradation=Blind, zero_shot_transfer=true2021.12 | 44.96 | 0.97 | 0.048 | |
| DeepREPtraining_degradation=Bicubic, zero_shot_transfer=true2021.12 | 44.8 | 0.968 | 0.08 | |
| DBSRtraining_degradation=Bicubic, zero_shot_transfer=true2021.12 | 44.64 | 0.967 | 0.079 | |
| EBSRtraining_degradation=Bicubic, zero_shot_transfer=true2021.12 | 44.32 | 0.963 | 0.082 |