Super-Resolution on RealSR x3 (test)
30.86PSNRHAT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HATSR Train Set=DegFlow x2~x42026.02 | 30.86 | 0.8668 | 0.3186 | |
| HANSR Train Set=DegFlow x2~x42026.02 | 30.82 | 0.866 | 0.3212 | |
| SwinIRSR Train Set=DegFlow x2~x42026.02 | 30.78 | 0.8658 | 0.3193 | |
| HANSR Train Set=RealSR x32026.02 | 30.76 | 0.8659 | 0.3216 | |
| MambaIRSR Train Set=DegFlow x2~x42026.02 | 30.73 | 0.8686 | 0.3152 | |
| RCANSR Train Set=DegFlow x2~x42026.02 | 30.72 | 0.865 | 0.3221 | |
| HATSR Train Set=RealSR x32026.02 | 30.71 | 0.8645 | 0.3221 | |
| CiaoSRGeneration Train set=RealSR x2, x4, LR Generation Method=DegFlow (Ours)2026.02 | 30.7 | 0.859 | 0.3153 | |
| SwinIRSR Train Set=RealSR x32026.02 | 30.69 | 0.8647 | 0.3217 | |
| RCANSR Train Set=RealSR x32026.02 | 30.68 | 0.8641 | 0.3243 | |
| HANSR Train Set=InterFlow x2~x42026.02 | 30.68 | 0.8644 | 0.3167 | |
| CiaoSRGeneration Train set=RealSR x3, LR Generation Method=None (Oracle)2026.02 | 30.65 | 0.8609 | 0.3251 | |
| HATSR Train Set=InterFlow x2~x42026.02 | 30.65 | 0.8645 | 0.3135 | |
| MambaIRSR Train Set=RealSR x32026.02 | 30.62 | 0.8636 | 0.3208 | |
| LIIFGeneration Train set=RealSR x2, x4, LR Generation Method=DegFlow (Ours)2026.02 | 30.61 | 0.8577 | 0.3251 | |
| MetaSRGeneration Train set=RealSR x2, x4, LR Generation Method=DegFlow (Ours)2026.02 | 30.58 | 0.8565 | 0.319 | |
| RCANSR Train Set=InterFlow x2~x42026.02 | 30.57 | 0.8631 | 0.3155 | |
| SwinIRSR Train Set=InterFlow x2~x42026.02 | 30.56 | 0.8634 | 0.3166 | |
| CiaoSRGeneration Train set=RealSR x2, x4, LR Generation Method=InterFlow2026.02 | 30.52 | 0.859 | 0.3162 | |
| MambaIRSR Train Set=InterFlow x2~x42026.02 | 30.51 | 0.8625 | 0.3138 | |
| LIIFGeneration Train set=RealSR x2, x4, LR Generation Method=InterFlow2026.02 | 30.44 | 0.8581 | 0.3263 | |
| MetaSRGeneration Train set=RealSR x3, LR Generation Method=None (Oracle)2026.02 | 30.43 | 0.8572 | 0.3311 | |
| LIIFGeneration Train set=RealSR x3, LR Generation Method=None (Oracle)2026.02 | 30.43 | 0.8578 | 0.3324 | |
| HANSR Train Set=RealSR x2, x42026.02 | 30.43 | 0.8616 | 0.3261 | |
| MetaSRGeneration Train set=RealSR x2, x4, LR Generation Method=InterFlow2026.02 | 30.42 | 0.8569 | 0.3222 | |
| HATSR Train Set=RealSR x2, x42026.02 | 30.39 | 0.8607 | 0.3248 | |
| RCANSR Train Set=RealSR x2, x42026.02 | 30.3 | 0.8596 | 0.3281 | |
| MambaIRSR Train Set=RealSR x2, x42026.02 | 30.29 | 0.8584 | 0.324 | |
| SwinIRSR Train Set=RealSR x2, x42026.02 | 30.23 | 0.8597 | 0.3255 | |
| LIIFGeneration Train set=RealSR x1, LR Generation Method=Bicubic (Baseline)2026.02 | 29 | 0.8167 | 0.329 | |
| MetaSRGeneration Train set=RealSR x1, LR Generation Method=Bicubic (Baseline)2026.02 | 28.99 | 0.8165 | 0.3488 | |
| CiaoSRGeneration Train set=RealSR x1, LR Generation Method=Bicubic (Baseline)2026.02 | 28.98 | 0.816 | 0.3496 | |
| CiaoSRGeneration Train set=RealSR x1, LR Generation Method=BSRGAN2026.02 | 28.55 | 0.8288 | 0.3638 | |
| LIIFGeneration Train set=RealSR x1, LR Generation Method=BSRGAN2026.02 | 28.23 | 0.8133 | 0.3875 | |
| MetaSRGeneration Train set=RealSR x1, LR Generation Method=BSRGAN2026.02 | 28.15 | 0.8114 | 0.3867 | |
| CiaoSRGeneration Train set=RealSR x1, LR Generation Method=Real-ESRGAN2026.02 | 27.48 | 0.82 | 0.3696 | |
| LIIFGeneration Train set=RealSR x1, LR Generation Method=Real-ESRGAN2026.02 | 27.07 | 0.809 | 0.3817 | |
| MetaSRGeneration Train set=RealSR x1, LR Generation Method=Real-ESRGAN2026.02 | 26.9 | 0.8077 | 0.3813 |