RGB to RAW reconstruction on FIVEK Nikon (test)
30.52PSNRReRAW-R
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ReRAW-Rsampling strategy=random patches2025.03 | 30.52 | 0.9492 | — | — | — | — | |
| ReRAW-Ssampling strategy=stratified sampling2025.03 | 30.18 | 0.9466 | — | — | — | — | |
| RAW-Diffusion2025.03 | 28.84 | 0.9258 | — | — | — | — | |
| ISPLess+ground truth RGB as input=true2025.03 | 27.88 | 0.9093 | — | — | — | — | |
| ISPLessground truth RGB as input=false2025.03 | 27.79 | 0.9173 | — | — | — | — | |
| UNet2025.03 | 27.18 | 0.8882 | — | — | — | — | |
| InvISPground truth RGB as input=false2025.03 | 27.09 | 0.9142 | — | — | — | — | |
| InvISP+ground truth RGB as input=true2025.03 | 26.41 | 0.9093 | — | — | — | — | |
| CycleR2R2025.03 | 24.6 | 0.8768 | — | — | — | — | |
| SRISP2025.03 | 24.28 | 0.8313 | — | — | — | — | |
| CycleISPReference=CVPR’202026.01 | — | — | 26.41 | 0.8574 | 26.64 | 0.861 | |
| CycleR2RReference=TPAMI’242026.01 | — | — | 25.43 | 0.8272 | 25.52 | 0.826 | |
| DDPMReference=NeurIPS’202026.01 | — | — | 25.82 | 0.8392 | 26.27 | 0.8435 | |
| InvISPReference=CVPR’212026.01 | — | — | 26.94 | 0.8268 | 27.34 | 0.8319 | |
| RAW-DiffReference=WACV’252026.01 | — | — | 26.96 | 0.8608 | 27.46 | 0.8653 | |
| RAW-FlowReference=-2026.01 | — | — | 30.79 | 0.8772 | 31.28 | 0.8816 | |
| ReRAW-RReference=CVPR’252026.01 | — | — | 27.9 | 0.8447 | 28.29 | 0.8495 | |
| ReRAW-SReference=CVPR’252026.01 | — | — | 28.04 | 0.8377 | 28.28 | 0.8413 | |
| UNetReference=MICCAI’152026.01 | — | — | 25.65 | 0.8535 | 25.94 | 0.8583 | |
| UPIReference=CVPR’192026.01 | — | — | 25.55 | 0.8416 | 25.79 | 0.8479 |