Real-World Image Super-Resolution on RealLR200
72.234MUSIQDIT4SR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DIT4SRConfiguration=w/ Ours2025.12 | 72.234 | 0.662 | 0.598 | 4.456 | |
| SeeSRConfiguration=w/ Ours2025.12 | 71.567 | 0.645 | 0.579 | 4.345 | |
| InstanceRSR2026.03 | 70.752 | 0.662 | 0.598 | 4.769 | |
| DIT4SRConfiguration=Baseline2025.12 | 70.469 | 0.645 | 0.588 | 4.331 | |
| DiT4SR2026.03 | 70.469 | 0.645 | 0.588 | 4.331 | |
| Q-DiT4SRQuantization Precision=W4A6, Backbone=DiT4SR, Scaling Factor=x42026.02 | 70.36 | 0.4635 | 0.5851 | 4.312 | |
| FPQuantization Precision=Full Precision, Backbone=DiT4SR, Scaling Factor=x42026.02 | 70.33 | 0.4636 | 0.5814 | 4.303 | |
| FPquantization_setting=Full Precision, upscaling_factor=x42026.02 | 70.33 | 0.4636 | 0.5814 | 4.303 | |
| DiffBIRConfiguration=w/ Ours2025.12 | 70.234 | 0.656 | 0.589 | 4.234 | |
| OSEDiff2026.03 | 69.547 | 0.606 | 0.551 | 4.069 | |
| SeeSRConfiguration=Baseline2025.12 | 69.428 | 0.612 | 0.566 | 4.006 | |
| SeeSR2026.03 | 69.428 | 0.612 | 0.566 | 4.006 | |
| DIT4SRConfiguration=w/ IQA2025.12 | 69.123 | 0.628 | 0.608 | 4.123 | |
| Q-DiT4SRquantization_setting=W4A4, upscaling_factor=x42026.02 | 68.98 | 0.4265 | 0.5293 | 3.827 | |
| SeeSRConfiguration=w/ IQA2025.12 | 68.456 | 0.598 | 0.572 | 3.912 | |
| DiffBIRConfiguration=Baseline2025.12 | 68.027 | 0.629 | 0.582 | 4.003 | |
| DiffBIR2026.03 | 68.027 | 0.629 | 0.582 | 4.003 | |
| SVDQuantQuantization Precision=W4A4, Backbone=DiT4SR, Scaling Factor=x42026.02 | 67.37 | 0.4028 | 0.5168 | 3.731 | |
| SVDQuantquantization_setting=W4A4, upscaling_factor=x42026.02 | 67.37 | 0.4028 | 0.5168 | 3.731 | |
| DiffBIRConfiguration=w/ IQA2025.12 | 66.789 | 0.612 | 0.598 | 3.889 | |
| DreamClear2025.12 | 65.926 | 0.597 | 0.546 | 3.775 | |
| SUPIR2025.12 | 64.837 | 0.6 | 0.524 | 3.626 | |
| StableSR2026.03 | 63.433 | 0.579 | 0.458 | 3.379 | |
| Real-ESRGAN2026.03 | 62.961 | 0.553 | 0.451 | 3.484 | |
| ResShift2025.12 | 59.695 | 0.525 | 0.452 | 3.054 | |
| ResShift2026.03 | 59.695 | 0.525 | 0.452 | 3.054 | |
| Q-DiTquantization_setting=W4A4, upscaling_factor=x42026.02 | 58.16 | 0.4267 | 0.4266 | 1.959 | |
| Q-Diffusionquantization_setting=W4A4, upscaling_factor=x42026.02 | 57.95 | 0.5111 | 0.4257 | 2.032 | |
| PTQ4DiTquantization_setting=W4A4, upscaling_factor=x42026.02 | 57.63 | 0.507 | 0.4204 | 2.13 | |
| EfficientDMquantization_setting=W4A4, upscaling_factor=x42026.02 | 57.35 | 0.5141 | 0.4118 | 2.05 | |
| FlatQuantquantization_setting=W4A4, upscaling_factor=x42026.02 | 56.47 | 0.446 | 0.4162 | 1.973 | |
| QuaRotquantization_setting=W4A4, upscaling_factor=x42026.02 | 56.34 | 0.301 | 0.3754 | 1.963 | |
| PassionSRquantization_setting=W4A4, upscaling_factor=x42026.02 | 55.96 | 0.4626 | 0.3948 | 1.95 | |
| QueSTquantization_setting=W4A4, upscaling_factor=x42026.02 | 37.21 | 0.2897 | 0.3122 | 1.033 |