Super-Resolution on Multi-frame RAW Bursts 4x (test)
35.24PSNRRestormer
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| RestormerScale=4x, Approach Type=Non-diffusion-based2026.03 | 35.24 | 0.9522 | 0.1172 | 0.0967 | 16.1 | 7.0328 | 39.09 | 0.357 | 0.4409 | |
| MPRNetScale=4x, Approach Type=Non-diffusion-based2026.03 | 35.18 | 0.9471 | 0.1309 | 0.1045 | 21.51 | 6.9476 | 38.93 | 0.354 | 0.4471 | |
| BurstormerScale=4x, Approach Type=Non-diffusion-based2026.03 | 35.07 | 0.9454 | 0.0948 | 0.0669 | 12.32 | 5.5131 | 36.72 | 0.345 | 0.36 | |
| InDIScale=4x, Approach Type=Diffusion-based2026.03 | 32.69 | 0.8987 | 0.2486 | 0.2134 | 57.12 | 5.4929 | 28.41 | 0.3162 | 0.3207 | |
| GenMFSRScale=4x, Approach Type=Diffusion-based, HF loss=true2026.03 | 32.51 | 0.92 | 0.0984 | 0.0585 | 14.22 | 5.1912 | 39.2 | 0.3643 | 0.4184 | |
| FBANetScale=4x, Approach Type=Non-diffusion-based2026.03 | 30.88 | 0.9341 | 0.1891 | 0.1354 | 21.74 | 6.597 | 34.53 | 0.3153 | 0.4864 | |
| ReferenceScale=4x, Approach Type=Non-diffusion-based2026.03 | 29.87 | 0.8841 | 0.3018 | 0.2512 | 39.41 | 9.669 | 23.4 | 0.316 | 0.4502 | |
| GenMFSR (no HF loss)Scale=4x, Approach Type=Diffusion-based, HF loss=false2026.03 | 29.78 | 0.8998 | 0.1131 | 0.0662 | 18.58 | 5.1981 | 38.26 | 0.3631 | 0.4081 | |
| VSDScale=4x, Approach Type=Diffusion-based2026.03 | 29.75 | 0.9019 | 0.1232 | 0.0733 | 20.02 | 5.2592 | 39.08 | 0.3621 | 0.3935 | |
| ResShiftScale=4x, Approach Type=Diffusion-based2026.03 | 26.12 | 0.8623 | 0.2927 | 0.176 | 41.82 | 6.153 | 29.32 | 0.3079 | 0.3429 |