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Low-Light Image Enhancement on UHD 4K

37.31PSNRLLFormer
14.887620.708826.5332.3512Apr 10, 2026

Evaluation results

MethodLinks
LLFormerStrategy=Native2026.0437.3199.230.90360.01944.97
CPEStrategy=Native E2E2026.0420.5691.90.78720.12184.94
UHDMStrategy=Native2026.0420.1289.680.55820.14285.39
FLOLStrategy=Native2026.0419.1382.910.70030.16084.56
Zero-DCE++Strategy=Native2026.0418.1690.870.69130.16225.08
HVI-CIDNetStrategy=Native2026.0416.4487.760.7530.17026.78
AGLLDiffStrategy=Resize 2562026.0415.9869.330.11030.545312.63
RetinexformerStrategy=Native2026.0415.7568.510.6880.19494.35