Low-Light Image Enhancement on MIT-Adobe FiveK benchmark leaderboard · SOTA2 Research

Low-Light Image Enhancement on MIT-Adobe FiveK

26.08PSNRURWKV

Evaluation Results

Method	Links
URWKV2025.05		26.08	0.936	—
MambaLIE2026.07		25.83	0.928	0.042
LLFormer2025.09		25.75	0.923	0.045
LLFormer2026.07		25.75	0.923	0.045
LLFormer2025.05		25.6	0.917	—
SAGA2025.09		25.6	0.922	0.047
BiFormer2025.05		25.51	0.929	—
Restormer2025.05		25.48	0.929	—
SWANet2026.07		25.21	0.896	0.055
PDHAT2025.05		25	0.929	—
PPformer2026.07		24.94	0.922	—
Restormer2025.09		24.92	0.911	0.058
Restormer2026.07		24.92	0.911	0.058
Retinexformer2025.05		24.58	0.886	—
DPRED2026.07		24.44	0.783	0.231
SNR-Net2025.05		24.39	0.895	—
LEDNet2025.05		24.34	0.915	—
MIRNet2025.05		23.73	0.895	—
EFINet2026.07		22.55	0.831	0.089
Uformer2026.07		21.92	0.871	0.085
RUAS2025.05		20.91	0.863	—
DSLR2025.09		20.24	0.829	0.153
SCLM2026.07		20.22	0.756	0.265
RetinexDIP2026.07		18.67	0.813	0.116
SRIE2026.07		18.63	0.838	0.104
ELGAN2025.09		17.91	0.836	0.143
ELGAN2026.07		17.9	0.836	0.143
MF2026.07		17.63	0.814	0.12
RetinexNet2025.05		16.32	0.782	—
KinD2026.07		16.2	0.784	0.149
RUAS2025.09		15.99	0.786	0.139
Z_DCE2025.09		15.93	0.767	0.165
ZeroDCE2026.07		15.93	0.767	0.165
RUAS2026.07		15.6	0.786	0.14
Z_DCE++2025.09		14.61	0.405	0.231
ZeroDCE++2026.07		14.61	0.406	0.231
EnlightenGAN2025.05		13.26	0.745	—
RetinexNet2026.07		12.51	0.67	0.253