Super-Resolution on DRealSR (Comprehensive Quality Metrics)
29.69PSNRGramSR
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GramSRDiffusion Formulation=one-step2026.04 | 29.69 | 0.8121 | 26.03 | 19.12 | 117.85 | 6.42 | — | — | — | |
| HiTokSRSteps=12026.05 | 29.19 | 0.7895 | 0.2691 | 0.205 | 127.16 | 5.82 | 60.9 | 0.5704 | 0.7012 | |
| StableSRSteps=2002026.05 | 29.02 | 0.8044 | 0.2698 | 0.2066 | 151.26 | 7.54 | 51.36 | 0.4965 | 0.4907 | |
| CTMSRSteps=12026.04 | 28.68 | 0.783 | 0.3242 | 0.236 | 161.24 | 6.21 | 59.93 | 0.4866 | 0.6451 | |
| ResShiftSteps=152026.04 | 28.45 | 0.7632 | 0.4073 | 0.27 | 175.92 | 8.28 | 49.86 | 0.4573 | 0.5259 | |
| SinSRSteps=12026.04 | 28.41 | 0.7495 | 0.3741 | 0.2488 | 177.05 | 7.02 | 55.34 | 0.4898 | 0.6367 | |
| FaithDiffSteps=12026.05 | 28.37 | 0.7335 | 0.3286 | 0.2308 | 147.12 | 6.2 | 62.86 | 0.6158 | 0.6134 | |
| PiSA-SRSteps=12026.05 | 28.32 | 0.7804 | 0.296 | 0.2169 | 130.47 | 6.18 | 66.1 | 0.6161 | 0.6969 | |
| SeeSRSteps=502026.04 | 28.26 | 0.7698 | 0.3197 | 0.2306 | 149.86 | 6.52 | 64.84 | 0.6026 | 0.6672 | |
| PiSA-SRDiffusion Formulation=one-step2026.04 | 28.23 | 0.7797 | 29.63 | 21.69 | 130.61 | 6.2 | — | — | — | |
| SinSRDiffusion Formulation=one-step2026.04 | 28.22 | 0.7553 | 35.02 | 24.77 | 176.84 | 6.71 | — | — | — | |
| SinSRSteps=12026.05 | 28.18 | 0.7529 | 0.3517 | 0.2468 | 172.07 | 6.7 | 57.27 | 0.5032 | 0.6635 | |
| SeeSRSteps=502026.05 | 28.11 | 0.766 | 0.3193 | 0.2327 | 153.59 | 6.43 | 65.14 | 0.6094 | 0.6889 | |
| AdcSRDiffusion Formulation=one-step2026.04 | 28.1 | 0.7726 | 30.46 | 22 | 134.01 | 6.45 | — | — | — | |
| AdcSRSteps=12026.05 | 28.1 | 0.7726 | 0.3046 | 0.22 | 134.03 | 6.45 | 66.26 | 0.5915 | 0.705 | |
| StableSRSteps=2002026.04 | 28.04 | 0.746 | 0.3354 | 0.2287 | 147.03 | 6.51 | 58.5 | 0.5602 | 0.6171 | |
| VARSRSteps=102026.05 | 28.01 | 0.7585 | 0.3633 | 0.257 | 157.13 | 6.85 | 68.65 | 0.622 | 0.7239 | |
| Allo{SR}2Steps=12026.04 | 27.95 | 0.7694 | 0.2989 | 0.2128 | 132.48 | 5.82 | 66.95 | 0.6264 | 0.6883 | |
| OSEDiffSteps=12026.04 | 27.92 | 0.7835 | 0.2968 | 0.2165 | 135.3 | 6.49 | 64.65 | 0.5899 | 0.6963 | |
| OSEDiffDiffusion Formulation=one-step2026.04 | 27.92 | 0.7835 | 29.67 | 21.62 | 135.53 | 6.44 | — | — | — | |
| OSEDiffSteps=12026.05 | 27.92 | 0.7835 | 0.2967 | 0.2163 | 135.59 | 6.44 | 64.7 | 0.5898 | 0.696 | |
| TSD-SRSteps=12026.04 | 27.77 | 0.7559 | 0.2967 | 0.2136 | 134.98 | 5.91 | 66.62 | 0.5874 | 0.7344 | |
| TSD-SRSteps=12026.05 | 27.77 | 0.7559 | 0.2966 | 0.2136 | 135.31 | 5.91 | 66.6 | 0.5873 | 0.7348 | |
| S3DiffDiffusion Formulation=one-step2026.04 | 27.54 | 0.749 | 31.09 | 21 | 118.59 | 6.21 | — | — | — | |
| FeMASRSteps=12026.05 | 26.87 | 0.757 | 0.3157 | 0.2239 | 157.83 | 5.91 | 53.71 | 0.4392 | 0.5636 | |
| TVQ-RAPSteps=12026.05 | 26.05 | 0.7101 | 0.3656 | 0.2474 | 172.62 | 5.46 | 63.98 | 0.5587 | 0.7108 | |
| DiffBIRSteps=502026.05 | 25.9 | 0.6245 | 0.4669 | 0.2882 | 180.37 | 6.33 | 66.14 | 0.6221 | 0.7071 |