Low-light Image Enhancement on 8K UHD (7680×4320)
11.49Inference Time (ms)Ours (CPE)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours (CPE)Params (M)=1.14, Strategy=Native E2E2026.04 | 11.49 | 87 | |
| UHDMParams (M)=5.93, Strategy=Native/Resize 2562026.04 | 24.13 | 41.43 | |
| Zero-DCE++Params (M)=0.01, Strategy=Native / Scale2026.04 | 45.9 | 21.78 | |
| FLOLParams (M)=0.09, Strategy=Native2026.04 | 421.2 | 2.37 | |
| HVI-CIDNetParams (M)=1.98, Strategy=Native/Patching2026.04 | 1,921.65 | 0.52 | |
| RetinexformerParams (M)=1.61, Strategy=Patching2026.04 | 3,037.6 | 0.322 | |
| AGLLDiffParams (M)=552.98, Strategy=Resize 2562026.04 | 7,555.4 | 0.132 | |
| LLFormerParams (M)=24.55, Strategy=Native/Patching2026.04 | 169,990.5 | 0.006 |