Low-light Image Enhancement on LSRW

20.692PSNRSCEM equipped Diffusion

Evaluation Results

Method
SCEM equipped Diffusion2026.02	20.692	0.56	0.198	65.71
DPEC2024.06	19.643	0.576	0.36	—
Retinexformer2024.06	19.57	0.578	0.403	—
CFWD2024.01	19.566	0.572	0.374	47.606
RetinexMamba2024.06	19.536	0.576	0.412	—
NeRCo2024.01	19.456	0.549	0.423	64.555
GSAD2024.01	19.418	0.542	0.386	57.219
WCDM2024.01	19.281	0.552	0.35	45.294
DiffLL2026.02	19.281	0.552	0.35	45.294
Lightendiffusion2026.02	18.397	0.534	0.428	67.801
URetinex-Net2024.01	18.271	0.518	0.419	66.871
URetinex-Net2026.02	18.271	0.518	0.419	66.871
SIMI2026.05	17.35	0.46	0.26	—
LIME2024.06	17.342	0.52	0.471	—
LIME2026.02	17.342	0.52	0.471	75.595
UHDFour2024.01	17.3	0.529	0.443	62.032
UHDFour2x2026.02	17.3	0.529	0.443	62.032
EnlightenGAN2026.02	17.106	0.463	0.406	69.033
SRDACE2026.05	17.1	0.46	0.35	—
EnlightenGAN2024.01	17.081	0.47	0.42	69.184
EnlightenGan2026.05	17.08	0.47	0.33	—
CDEF2024.01	16.758	0.465	0.399	62.78
CDEF2026.02	16.758	0.465	0.399	62.78
DRBN2024.01	16.734	0.507	0.437	80.727
DRBN2024.06	16.734	0.507	0.457	—
DRBN2026.02	16.734	0.507	0.457	80.727
Uformer2024.01	16.591	0.494	0.435	82.299
Uformer2024.06	16.591	0.494	0.435	—
Uformer2026.02	16.591	0.494	0.435	82.299
WeatherDiff2024.01	16.507	0.487	0.431	96.05
WeatherDiff2026.02	16.507	0.487	0.431	96.05
SNRNet2024.01	16.499	0.505	0.419	65.807
SNRNet2024.06	16.499	0.505	0.419	—
SNRNet2026.02	16.499	0.505	0.419	65.807
MIRNet2024.01	16.47	0.477	0.43	93.811
MIRNet2024.06	16.47	0.477	0.43	—
MIRNet2026.02	16.47	0.477	0.43	93.811
KinD2026.05	16.41	0.48	0.34	—
Restormer2024.01	16.303	0.453	0.427	69.219
Restormer2026.02	16.303	0.453	0.427	69.219
Zero-DCE++2024.01	16.21	0.457	0.431	59.959
NPE2026.02	16.188	0.384	0.44	90.132
KinD++2026.05	16.08	0.4	0.37	—
Zero-DCE2024.06	15.867	0.443	0.411	—
Zero-DCE2026.02	15.867	0.443	0.411	63.32
ZeroDCE2026.05	15.86	0.45	0.31	—
Zero-DCE2024.01	15.858	0.454	0.421	65.69
RetinexNet2024.01	15.609	0.414	0.454	108.35
RetinexNet2024.06	15.609	0.414	0.454	—
RetinexNet2026.02	15.609	0.414	0.454	108.35
Retinex-Net2026.05	15.51	0.37	0.43	—
DSLR2024.01	15.259	0.441	0.464	84.93
DSLR2026.02	15.259	0.441	0.464	84.93
SCI2024.01	15.242	0.419	0.404	56.261
SCI2026.02	15.242	0.419	0.404	56.261
SCI2026.05	15.24	0.42	0.32	—
DDIM2024.01	14.858	0.486	0.495	71.812
DDIM2026.02	14.858	0.486	0.495	71.812
RUAS2024.01	14.271	0.461	0.501	78.392
RUAS2024.06	14.271	0.461	0.501	—
RUAS2026.02	14.271	0.461	0.501	78.392
RUAS2026.05	14.27	0.47	0.47	—
RELLIE2024.01	13.685	0.422	0.404	65.221
ReLLIE2026.02	13.685	0.422	0.404	65.221
Palette2024.01	13.57	0.476	0.479	73.841
Palette2026.02	13.57	0.476	0.479	73.841
CLIP-LIT2024.01	13.483	0.405	0.425	77.065
SRIE2026.02	13.357	0.415	0.399	69.082
GDP2024.01	12.887	0.362	0.412	76.908
GDP2026.02	12.887	0.362	0.412	76.908