Image Enhancement on Image Enhancement Speed (test)
0.64Running Time (ms)Image-Adaptive 3D LUT
Evaluation Results
| Method | Links | |
|---|---|---|
| Image-Adaptive 3D LUTResolution=1920x1080, GPU=Titan RTX2020.09 | 0.64 | |
| 3D-LUTHardware=GPU, Resolution=480P2022.07 | 1.02 | |
| 3D-LUTHardware=GPU, Resolution=720P2022.07 | 1.06 | |
| SepLUT-S (Ours-S)Hardware=GPU, Resolution=480P2022.07 | 1.08 | |
| SepLUT-S (Ours-S)Hardware=GPU, Resolution=720P2022.07 | 1.09 | |
| SepLUT-L (Ours-L)Hardware=GPU, Resolution=480P2022.07 | 1.1 | |
| SepLUT-L (Ours-L)Hardware=GPU, Resolution=720P2022.07 | 1.12 | |
| 3D-LUTHardware=GPU, Resolution=4K2022.07 | 1.14 | |
| SepLUT-S (Ours-S)Hardware=GPU, Resolution=4K2022.07 | 1.18 | |
| SepLUT-L (Ours-L)Hardware=GPU, Resolution=4K2022.07 | 1.2 | |
| Image-Adaptive 3D LUTResolution=3840x2160, GPU=Titan RTX2020.09 | 1.66 | |
| SepLUT-S (Ours-S)Hardware=GPU, Resolution=8K2022.07 | 2.23 | |
| SA-3DLUTHardware=GPU, Resolution=480P2022.07 | 2.27 | |
| SA-3DLUTHardware=GPU, Resolution=720P2022.07 | 2.34 | |
| 3D-LUTHardware=GPU, Resolution=8K2022.07 | 2.35 | |
| SepLUT-L (Ours-L)Hardware=GPU, Resolution=8K2022.07 | 2.35 | |
| CSRNetHardware=GPU, Resolution=480P2022.07 | 3.09 | |
| HDRNetHardware=GPU, Resolution=480P2022.07 | 3.49 | |
| Image-Adaptive 3D LUTResolution=6000x4000, GPU=Titan RTX2020.09 | 3.76 | |
| UPEHardware=GPU, Resolution=480P2022.07 | 4.27 | |
| SA-3DLUTHardware=GPU, Resolution=4K2022.07 | 4.39 | |
| HDRNetHardware=GPU, Resolution=720P2022.07 | 5.59 | |
| UPEHardware=GPU, Resolution=720P2022.07 | 6.77 | |
| DPEHardware=GPU, Resolution=480P2022.07 | 7.21 | |
| CSRNetHardware=GPU, Resolution=720P2022.07 | 8.8 | |
| 3D-LUTHardware=CPU, Resolution=480P2022.07 | 15.52 | |
| SepLUT-S (Ours-S)Hardware=CPU, Resolution=480P2022.07 | 15.65 | |
| SepLUT-L (Ours-L)Hardware=CPU, Resolution=480P2022.07 | 16.21 | |
| HDRNetResolution=1920x1080, GPU=Titan RTX2020.09 | 45 | |
| UPEResolution=1920x1080, GPU=Titan RTX2020.09 | 45 | |
| HDRNetHardware=GPU, Resolution=4K2022.07 | 56.07 | |
| UPEHardware=GPU, Resolution=4K2022.07 | 56.88 | |
| CSRNetHardware=GPU, Resolution=4K2022.07 | 77.1 | |
| DPEResolution=1920x1080, GPU=Titan RTX2020.09 | 86 | |
| Pix2PixResolution=1920x1080, GPU=Titan RTX2020.09 | 120 | |
| UPEHardware=CPU, Resolution=480P2022.07 | 126.37 | |
| HDRNetHardware=CPU, Resolution=480P2022.07 | 130.94 | |
| HDRNetResolution=3840x2160, GPU=Titan RTX2020.09 | 210 | |
| UPEResolution=3840x2160, GPU=Titan RTX2020.09 | 210 | |
| HDRNetHardware=GPU, Resolution=8K2022.07 | 241.9 | |
| UPEHardware=GPU, Resolution=8K2022.07 | 249.77 | |
| CSRNetHardware=GPU, Resolution=8K2022.07 | 308.78 | |
| CSRNetHardware=CPU, Resolution=480P2022.07 | 349.61 | |
| DPEHardware=CPU, Resolution=480P2022.07 | 553.36 | |
| CycGANResolution=1920x1080, GPU=Titan RTX2020.09 | 560 | |
| HDRNetResolution=6000x4000, GPU=Titan RTX2020.09 | 590 | |
| UPEResolution=6000x4000, GPU=Titan RTX2020.09 | 590 | |
| White-BoxResolution=1920x1080, GPU=Titan RTX2020.09 | 5,000 | |
| White-BoxResolution=3840x2160, GPU=Titan RTX2020.09 | 9,100 | |
| UIEResolution=1920x1080, GPU=Titan RTX2020.09 | 10,000 | |
| White-BoxResolution=6000x4000, GPU=Titan RTX2020.09 | 20,000 | |
| UIEResolution=3840x2160, GPU=Titan RTX2020.09 | 20,000 | |
| Dis-RecResolution=1920x1080, GPU=Titan RTX2020.09 | 25,000 | |
| UIEResolution=6000x4000, GPU=Titan RTX2020.09 | 33,000 | |
| Dis-RecResolution=3840x2160, GPU=Titan RTX2020.09 | 110,000 | |
| Dis-RecResolution=6000x4000, GPU=Titan RTX2020.09 | 330,000 |