Real-world Single Image Super-Resolution on DRealSR (test)
29.2PSNRSFD
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SFDScaling Factor=x42025.03 | 29.2 | 0.815 | 0.284 | 0.221 | 6.878 | — | — | — | |
| BSRGANScaling Factor=x42025.03 | 28.75 | 0.803 | 0.288 | 0.214 | 6.519 | — | — | — | |
| RealESRGANScaling Factor=x42025.03 | 28.64 | 0.805 | 0.285 | 0.209 | 6.693 | — | — | — | |
| ResShiftStep Category=Prior-based multi-step / flexible-step methods, Venue=NeurIPS’232026.05 | 28.46 | 0.7673 | 0.4006 | 0.2656 | 8.1249 | 0.4586 | 50.6 | 0.5342 | |
| SinSRStep Category=Efficient / one-step methods, Venue=CVPR’242026.05 | 28.36 | 0.7515 | 0.3665 | 0.2485 | 6.9907 | 0.4884 | 55.33 | 0.6383 | |
| LDLScaling Factor=x42025.03 | 28.21 | 0.813 | 0.279 | 0.213 | 7.143 | — | — | — | |
| RealSwinIRScaling Factor=x42025.03 | 28.21 | 0.798 | 0.285 | 0.21 | 6.766 | — | — | — | |
| SeeSRStep Category=Prior-based multi-step / flexible-step methods, Venue=CVPR’242026.05 | 28.17 | 0.7691 | 0.3189 | 0.2315 | 6.3967 | 0.6042 | 64.93 | 0.6804 | |
| AdcSRStep Category=Efficient / one-step methods, Venue=CVPR’252026.05 | 28.1 | 0.7726 | 0.3046 | 0.22 | 6.45 | 0.6045 | 66.26 | 0.7049 | |
| StableSRStep Category=Prior-based multi-step / flexible-step methods, Venue=IJCV’242026.05 | 28.03 | 0.7536 | 0.3284 | 0.2269 | 6.5239 | 0.5601 | 58.51 | 0.6356 | |
| SANA-SRStep Category=Efficient / one-step methods2026.05 | 27.99 | 0.8001 | 0.3275 | 0.2033 | 5.1311 | 0.6073 | 70.69 | 0.7179 | |
| OSEDiffStep Category=Efficient / one-step methods, Venue=NeurIPS’242026.05 | 27.92 | 0.7835 | 0.2968 | 0.2165 | 6.4902 | 0.5899 | 64.65 | 0.6963 | |
| TSD-SRStep Category=Efficient / one-step methods, Venue=CVPR’252026.05 | 27.77 | 0.7559 | 0.2967 | 0.2136 | 5.9131 | 0.5874 | 66.62 | 0.7344 | |
| InvSRStep Category=Prior-based multi-step / flexible-step methods, Venue=CVPR’252026.05 | 27.63 | 0.7962 | 0.2897 | 0.2373 | 6.3219 | 0.461 | 67.46 | 0.6918 | |
| S3DiffStep Category=Efficient / one-step methods, Venue=ArXiv’242026.05 | 27.39 | 0.7469 | 0.3129 | 0.2108 | 6.17 | 0.5723 | 64.16 | 0.7156 | |
| PASDStep Category=Prior-based multi-step / flexible-step methods, Venue=ECCV’242026.05 | 27.36 | 0.7073 | 0.376 | 0.2531 | 5.5474 | 0.6169 | 64.87 | 0.6808 | |
| FLUX-SRStep Category=Efficient / one-step methods, Venue=ICML’252026.05 | 27.29 | 0.7963 | 0.2902 | 0.229 | 5.9302 | 0.5992 | 68.79 | 0.673 | |
| D3SRStep Category=Efficient / one-step methods, Venue=NeurIPS’252026.05 | 26.98 | 0.7135 | 0.3083 | 0.2226 | 5.5233 | 0.5964 | 67.28 | 0.7086 | |
| LinearSRStep Category=Prior-based multi-step / flexible-step methods, Venue=ICLR’262026.05 | 26.91 | 0.719 | 0.3584 | 0.3003 | 6.9654 | 0.5812 | 69.22 | 0.7132 | |
| AddSRStep Category=Efficient / one-step methods, Venue=Pattern Recognit’262026.05 | 26.72 | 0.7124 | 0.3982 | 0.2711 | 7.6689 | 0.6257 | 66.33 | 0.7226 | |
| DiffBIRStep Category=Prior-based multi-step / flexible-step methods, Venue=ECCV’242026.05 | 26.71 | 0.6571 | 0.4557 | 0.2748 | 6.3124 | 0.593 | 61.07 | 0.6395 | |
| SUPIRStep Category=Prior-based multi-step / flexible-step methods, Venue=CVPR’242026.05 | 25.09 | 0.646 | 0.4243 | 0.2795 | 7.3918 | 0.5471 | 58.79 | 0.6749 | |
| DreamClearStep Category=Prior-based multi-step / flexible-step methods, Venue=NeurIPS’242026.05 | 24.48 | 0.6508 | 0.3972 | 0.2445 | 5.1326 | 0.4465 | 65.83 | 0.662 |