Real-world Super-Resolution on RealSR
26.39PSNRBSRGAN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BSRGAN2026.01 | 26.39 | 76.54 | 0.267 | 0.2121 | 53.99 | 63.21 | 50.01 | |
| ResShiftCategory=multi-step diffusion-based2026.05 | 26.38 | 73.47 | 0.3159 | — | 54.02 | 60.22 | 55.05 | |
| BSRGANCategory=GAN-based2026.05 | 26.37 | 76.51 | 0.2656 | — | 54.19 | 63.28 | 51.17 | |
| ResShift2026.01 | 26.31 | 74.21 | 0.346 | 0.2498 | 52.85 | 58.43 | 54.44 | |
| SwinIRCategory=GAN-based2026.05 | 26.3 | 77.29 | 0.2539 | — | 52.23 | 58.69 | 43.65 | |
| CTMSRCategory=one-step diffusion-based2026.05 | 25.99 | 75.46 | 0.2896 | — | 52.68 | 64.41 | 63.34 | |
| SinSR2025.10 | 25.982 | 72.7 | 0.35 | — | 40 | 59.313 | 65.3 | |
| SeeSR2025.10 | 25.702 | 75.1 | 0.267 | — | 51.9 | 69.254 | 68.6 | |
| Real-ESRGAN2026.01 | 25.69 | 76.16 | 0.2727 | 0.2063 | 54.87 | 60.18 | 44.49 | |
| SinSRCategory=one-step diffusion-based2026.05 | 25.64 | 73.52 | 0.319 | — | 54.21 | 60.63 | 62.24 | |
| BDG2026.01 | 25.5105 | 75.09 | 0.3016 | 0.2574 | 55.78 | 64.6183 | 63.32 | |
| LDM2026.01 | 25.48 | 71.48 | 0.318 | 0.2213 | 54.23 | 58.81 | 57.09 | |
| StableSR2025.10 | 25.346 | 73.8 | 0.272 | — | 37.2 | 63.352 | 56.1 | |
| SeeSRCategory=multi-step diffusion-based2026.05 | 25.21 | 72.16 | 0.3004 | — | 64.34 | 71.69 | 66.73 | |
| AdcSR2025.10 | 25.183 | 73.7 | 0.28 | — | 50.8 | 70.505 | 69.5 | |
| SeeSR2026.01 | 25.18 | 72.16 | 0.3019 | 0.2223 | 64.42 | 69.77 | 66.12 | |
| S3DiffCategory=one-step diffusion-based2026.05 | 25.18 | 73.29 | 0.2821 | — | 64.19 | 67.82 | 67.31 | |
| OSEDiffCategory=one-step diffusion-based2026.05 | 25.15 | 73.41 | 0.2921 | — | 63.26 | 69.1 | 66.87 | |
| PASDCategory=multi-step diffusion-based2026.05 | 25.12 | 68.89 | 0.3391 | — | 64.67 | 68.73 | 66.19 | |
| FeMaSR2026.01 | 25.07 | 73.58 | 0.2942 | 0.2288 | 48.65 | 58.95 | 52.7 | |
| DiffBIR2025.10 | 25.008 | 68.1 | 0.335 | — | 53.4 | 67.241 | 69 | |
| StableSRCategory=multi-step diffusion-based2026.05 | 24.85 | 70.43 | 0.3029 | — | 57.02 | 61.82 | 61.99 | |
| DiffBIR2026.01 | 24.77 | 65.72 | 0.3658 | 0.231 | 62.53 | 64.85 | 63.86 | |
| OSEDiff2025.10 | 24.754 | 73.7 | 0.28 | — | 48.4 | 69.738 | 68.2 | |
| StableSR2026.01 | 24.7021 | 70.85 | 0.3002 | 0.2139 | 62.21 | 65.78 | 61.78 | |
| InvSR2025.10 | 24.299 | 73 | 0.271 | — | 44.5 | 68.67 | 68.1 | |
| PASD2026.01 | 24.29 | 66.3 | 0.3435 | 0.2259 | 64.93 | 68.69 | 65.9 | |
| InvSRCategory=one-step diffusion-based2026.05 | 24.13 | 71.25 | 0.2871 | — | 64.35 | 68.53 | 67.89 | |
| SUPIR2025.10 | 24.103 | 68.8 | 0.34 | — | 40.9 | 63.302 | 51.5 | |
| DreamClear2025.10 | 23.907 | 69.6 | 0.312 | — | 47.1 | 65.213 | 69.1 | |
| LinearSRsampling steps=202025.10 | 23.838 | 69.6 | 0.313 | — | 52.8 | 70.552 | 67.3 | |
| TSD-SR2025.10 | 23.736 | 71.1 | 0.265 | — | 49.3 | 70.493 | 72.3 | |
| SUPIRCategory=multi-step diffusion-based2026.05 | 23.7 | 65.64 | 0.365 | — | 57.95 | 62.11 | 66.19 | |
| SMFSRCategory=one-step diffusion-based2026.05 | 23.14 | 65.35 | 0.3667 | — | 66.42 | 69.17 | 70.65 | |
| HYPIRCategory=one-step diffusion-based2026.05 | 22.83 | 67.83 | 0.3087 | — | 64.36 | 66.26 | 63.9 | |
| SUPIR2026.01 | 22.67 | 65.67 | 0.3545 | 0.2385 | 53.96 | 66.09 | 51.71 |