Low-light Image Enhancement on 4K UHD 3840x2160
8.68Inference Time (ms)Ours (CPE)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours (CPE)Params (M)=1.14, Strategy=Native E2E2026.04 | 8.68 | 115.2 | |
| FLOLParams (M)=0.09, Strategy=Native2026.04 | 109 | 9.17 | |
| Zero-DCE++Params (M)=0.01, Strategy=Native / Scale2026.04 | 127.1 | 7.87 | |
| RetinexformerParams (M)=1.61, Strategy=Patching2026.04 | 426.9 | 2.34 | |
| UHDMParams (M)=5.93, Strategy=Native/Resize 2562026.04 | 451.9 | 2.21 | |
| HVI-CIDNetParams (M)=1.98, Strategy=Native/Patching2026.04 | 456.79 | 2.19 | |
| AGLLDiffParams (M)=552.98, Strategy=Resize 2562026.04 | 8,932.5 | 0.112 | |
| LLFormerParams (M)=24.55, Strategy=Native/Patching2026.04 | 35,131.5 | 0.028 |