Image Enhancement on MIT-Adobe FiveK (Expert C)
25.32PSNRIAT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IAT#Params=0.09M2022.05 | 25.32 | 92 | — | — | |
| 3D LUT#Params=0.6M2022.05 | 25.21 | 92.2 | — | — | |
| DPE#Params=3.3M2022.05 | 23.8 | 88 | — | — | |
| D-LPF#Params=0.8M2022.05 | 23.63 | 87.5 | — | — | |
| D-UPE#Params=1.0M2022.05 | 23.04 | 89.3 | — | — | |
| DPED2022.05 | 21.76 | 87.1 | — | — | |
| U-Net#Params=1.3M2022.05 | 21.57 | 84.3 | — | — | |
| LiteISP# params=9,094,0002025.12 | 21.45 | 74 | 0.169 | 9.687 | |
| Modular Neural ISPvariant=large, enhancement=true, # params=3,892,1822025.12 | 21.29 | 74.2 | 0.22 | 10.743 | |
| Modular Neural ISPvariant=base, enhancement=true, # params=1,190,5422025.12 | 21.28 | 74 | 0.221 | 10.762 | |
| Modular Neural ISPvariant=lite, enhancement=true, # params=503,0822025.12 | 21.27 | 73.9 | 0.219 | 10.765 | |
| ParamISP# params=1,420,0002025.12 | 21.17 | 73.5 | 0.184 | 9.729 | |
| Modular Neural ISPvariant=large, enhancement=false, # params=3,841,5472025.12 | 21.11 | 73.6 | 0.225 | 11.005 | |
| Modular Neural ISPvariant=lite, enhancement=false, # params=452,4472025.12 | 21.1 | 73.3 | 0.223 | 11.021 | |
| Modular Neural ISPvariant=base, enhancement=false, # params=1,139,9072025.12 | 21.1 | 73.3 | 0.226 | 11.02 | |
| FourierISP# params=7,589,7362025.12 | 20.29 | 73.7 | 0.208 | 10.582 | |
| CIE XYZ Net# params=1,348,7892025.12 | 20.25 | 71.5 | 0.189 | 10.352 | |
| Invertible-ISP# params=1,413,7602025.12 | 20.06 | 69.3 | 0.205 | 10.8 | |
| MicroISP# params=13,5602025.12 | 19.84 | 70.8 | 0.217 | 12.188 | |
| ISPDiffuser# params=20,938,8902025.12 | 19.44 | 71.1 | 0.333 | 11.03 | |
| PyNet# params=47,548,1702025.12 | 19.18 | 69.5 | 0.219 | 12.3 | |
| White-Box2022.05 | 18.57 | 70.1 | — | — | |
| LAN# params=46,8472025.12 | 16.46 | 61.8 | 0.275 | 14.817 |