Low-light Image Enhancement on LOL real v2 (PSNR, SSIM, LPIPS, FID) benchmark leaderboard · SOTA2 Research

Low-light Image Enhancement on LOL real v2 (PSNR, SSIM, LPIPS, FID)

31.223PSNRSCEM equipped Diffusion

Evaluation Results

Method	Links
SCEM equipped Diffusion2026.02		31.223	92.6	0.044	36.875
DFC-IR2026.05		29.27	0.929	0.062	38.95
DiffLL2026.02		28.857	87.6	0.207	45.359
DA-RCOT2026.05		28.32	0.905	0.087	65.68
MoCE-IR2026.05		28.18	0.902	0.106	84.57
AdaIR2026.05		28.09	0.899	0.095	70.11
DFPIR2026.05		27.74	0.871	0.104	76.29
PromptIR2026.05		27.61	0.868	0.109	81.43
VLU-Net2026.05		27.25	0.881	0.11	88.49
Restormer2026.05		27.11	0.877	0.112	85.67
Restormer2026.02		24.91	85.1	0.264	58.649
Lightendiffusion2026.02		22.697	85.3	0.306	75.582
UHDFour2x2026.02		21.785	85.4	0.292	60.837
SNRNet2026.02		21.48	84.9	0.237	54.532
URetinex-Net2026.02		21.093	85.8	0.208	49.836
QuadPrior2026.02		20.592	81.1	0.202	—
MIRNet2026.02		20.02	82	0.233	49.108
WeatherDiff2026.02		20.009	82.9	0.253	59.67
CDEF2026.02		19.757	63	0.349	74.055
EnlightenGAN2026.02		18.676	67.8	0.364	84.044
DRBN2026.02		18.466	76.8	0.352	89.085
Uformer2026.02		18.442	75.9	0.347	98.138
Zero-DCE2026.02		18.059	58	0.352	80.449
RetinexNet2026.02		17.715	65.2	0.436	133.905
LIME2026.02		17.483	50.5	0.428	118.171
NPE2026.02		17.333	46.4	0.396	100.025
SCI2026.02		17.304	54	0.345	67.624
DSLR2026.02		17	59.6	0.408	114.306
RUAS2026.02		15.351	49.5	0.395	94.162
DDIM2026.02		15.28	78.8	0.387	76.387
Palette2026.02		14.703	69.2	0.333	83.942
SRIE2026.02		14.451	52.4	0.332	78.834
ReLLIE2026.02		14.4	53.6	0.334	79.838
GDP2026.02		14.29	49.3	0.435	102.416