Real-World Image Super-Resolution on RealSR
0.25LPIPSInstanceRSR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| InstanceRSR2026.03 | 0.25 | 70.1 | 0.672 | 0.59 | 4.18 | |
| Real-ESRGAN2026.03 | 0.271 | 60.37 | 0.551 | 0.432 | 3.358 | |
| SeeSRConfiguration=w/ Ours2025.12 | 0.281 | 71.234 | 0.669 | 0.582 | 4.345 | |
| OSEDiff2026.03 | 0.292 | 69.087 | 0.634 | 0.552 | 4.065 | |
| SeeSRConfiguration=Baseline2025.12 | 0.299 | 69.675 | 0.643 | 0.577 | 4.123 | |
| SeeSR2026.03 | 0.299 | 69.675 | 0.643 | 0.577 | 4.123 | |
| DIT4SRConfiguration=w/ Ours2025.12 | 0.302 | 70.891 | 0.678 | 0.598 | 4.289 | |
| StableSR2026.03 | 0.306 | 65.653 | 0.622 | 0.472 | 3.75 | |
| SeeSRConfiguration=w/ IQA2025.12 | 0.314 | 68.234 | 0.628 | 0.584 | 4.001 | |
| ResShift2025.12 | 0.316 | 56.892 | 0.511 | 0.452 | 2.853 | |
| ResShift2026.03 | 0.316 | 56.892 | 0.511 | 0.407 | 2.853 | |
| FPquantization_setting=Full Precision, upscaling_factor=x42026.02 | 0.3179 | 67.89 | 0.462 | 0.5482 | 3.988 | |
| DIT4SRConfiguration=Baseline2025.12 | 0.319 | 68.073 | 0.661 | 0.55 | 3.977 | |
| DiT4SR2026.03 | 0.319 | 68.073 | 0.661 | 0.55 | 3.977 | |
| DreamClear2025.12 | 0.325 | 59.396 | 0.546 | 0.546 | 3.221 | |
| SVDQuantquantization_setting=W4A4, upscaling_factor=x42026.02 | 0.3268 | 63.14 | 0.3864 | 0.4729 | 3.115 | |
| DiffBIRConfiguration=w/ Ours2025.12 | 0.328 | 70.156 | 0.672 | 0.596 | 4.234 | |
| DIT4SRConfiguration=w/ IQA2025.12 | 0.332 | 66.789 | 0.642 | 0.596 | 3.856 | |
| DiffBIRConfiguration=Baseline2025.12 | 0.347 | 68.34 | 0.653 | 0.586 | 4.026 | |
| DiffBIR2026.03 | 0.347 | 68.34 | 0.653 | 0.586 | 4.026 | |
| SUPIR2025.12 | 0.357 | 61.929 | 0.574 | 0.524 | 3.78 | |
| DiffBIRConfiguration=w/ IQA2025.12 | 0.361 | 67.123 | 0.634 | 0.592 | 3.912 | |
| Q-DiT4SRquantization_setting=W4A4, upscaling_factor=x42026.02 | 0.3665 | 66.36 | 0.4367 | 0.4956 | 3.179 | |
| QuaRotquantization_setting=W4A4, upscaling_factor=x42026.02 | 0.5384 | 57.13 | 0.3302 | 0.347 | 1.844 | |
| Q-DiTquantization_setting=W4A4, upscaling_factor=x42026.02 | 0.6806 | 59.97 | 0.431 | 0.4064 | 2.009 | |
| FlatQuantquantization_setting=W4A4, upscaling_factor=x42026.02 | 0.6871 | 59.41 | 0.4741 | 0.4083 | 1.996 | |
| PassionSRquantization_setting=W4A4, upscaling_factor=x42026.02 | 0.6885 | 58.95 | 0.4802 | 0.3831 | 1.958 | |
| PTQ4DiTquantization_setting=W4A4, upscaling_factor=x42026.02 | 0.6934 | 60.34 | 0.5104 | 0.405 | 2.141 | |
| Q-Diffusionquantization_setting=W4A4, upscaling_factor=x42026.02 | 0.7107 | 60.2 | 0.5082 | 0.4036 | 2.003 | |
| EfficientDMquantization_setting=W4A4, upscaling_factor=x42026.02 | 0.7126 | 59.84 | 0.5023 | 0.3748 | 2.039 | |
| QueSTquantization_setting=W4A4, upscaling_factor=x42026.02 | 0.8663 | 45.74 | 0.3612 | 0.3242 | 1.05 |