Artistic Style Rendering on S24 (test)
26.75PSNR (Style #1)Modular Neural ISP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Modular Neural ISPModel Capacity=large, Detail Enhancement=true, 3D LuT=true, total parameters=4,939,5902025.12 | 26.75 | 29.01 | 26.83 | 26.84 | 29.03 | |
| Modular Neural ISPModel Capacity=base, Detail Enhancement=true, 3D LuT=true, total parameters=2,237,9502025.12 | 26.71 | 28.99 | 26.78 | 26.79 | 28.95 | |
| LiteISPtotal parameters=45,470,0002025.12 | 26.66 | 28.33 | 26.31 | 25.04 | 28.07 | |
| Modular Neural ISPModel Capacity=large, Detail Enhancement=false, 3D LuT=true, total parameters=4,737,0502025.12 | 26.56 | 29.31 | 26.83 | 26.51 | 28.19 | |
| Modular Neural ISPModel Capacity=lite, Detail Enhancement=true, 3D LuT=true, total parameters=1,550,4902025.12 | 26.56 | 28.92 | 26.78 | 26.66 | 28.73 | |
| Modular Neural ISPModel Capacity=base, Detail Enhancement=false, 3D LuT=true, total parameters=2,035,4102025.12 | 26.52 | 29.29 | 26.79 | 26.47 | 28.13 | |
| Modular Neural ISPModel Capacity=lite, Detail Enhancement=false, 3D LuT=true, total parameters=1,347,9502025.12 | 26.39 | 29.21 | 26.69 | 26.35 | 27.93 | |
| ISPDiffusertotal parameters=104,694,4502025.12 | 25.6 | 27.3 | 25.02 | 25.93 | 26.83 | |
| Modular Neural ISPModel Capacity=large, Detail Enhancement=false, total parameters=4,670,4432025.12 | 25.31 | 28.22 | 25.75 | 25.58 | 27.23 | |
| Modular Neural ISPModel Capacity=base, Detail Enhancement=false, total parameters=1,968,8032025.12 | 25.28 | 28.19 | 25.73 | 25.55 | 27.19 | |
| FourierISPtotal parameters=37,948,6802025.12 | 25.19 | 28.03 | 25.38 | 24.74 | 27.41 | |
| Modular Neural ISPModel Capacity=lite, Detail Enhancement=false, total parameters=1,281,3432025.12 | 25.16 | 28.09 | 25.66 | 25.47 | 27.08 | |
| ParamISPtotal parameters=7,100,0002025.12 | 24.97 | 27.11 | 24.77 | 24.18 | 25.43 | |
| FlexISPtotal parameters=128,525,3252025.12 | 24.86 | 27.47 | 25.23 | 23.96 | 24.65 | |
| PyNettotal parameters=237,740,8502025.12 | 24.36 | 25.94 | 24.7 | 24.34 | 26.32 | |
| Invertible-ISPtotal parameters=7,068,8002025.12 | 23.48 | 26.35 | 23.84 | 23.33 | 24.9 | |
| LANtotal parameters=234,2352025.12 | 22.98 | 23.74 | 23.47 | 22.8 | 25.38 | |
| CIE XYZ Nettotal parameters=6,743,9452025.12 | 22.4 | 24.05 | 22 | 22.26 | 24.67 | |
| cmKANmode=Post-processing (PP), total parameters=384,5352025.12 | 20.93 | 23.04 | 21.85 | 20.91 | 21.3 | |
| MicroISPtotal parameters=67,8002025.12 | 20.3 | 23.66 | 21.45 | 20.34 | 22.68 |