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ResearchFormerly WizWand

Low-Light Image Enhancement on LOL v1 (test) using PSNR

20.6PSNRIRLE (Total)
11.094413.562216.0318.4978May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
IRLE (Total)Params (M)=2.204, MACs (G)=79.139, RT (ms)=36.26, FPS=27.582026.0520.6
IRLE (Stage 1)Params (M)=0.887, MACs (G)=32.479, RT (ms)=5.09, FPS=196.402026.0520.39
Li et al.Params (M)=0.345, MACs (G)=78.730, RT (ms)=295.83, FPS=3.382026.0519.82
NeRCoParams (M)=23.046, MACs (G)=1136.000, RT (ms)=293.67, FPS=3.412026.0519.74
PairLIEParams (M)=0.342, MACs (G)=82.929, RT (ms)=13.69, FPS=73.062026.0519.51
EnlightenGANParams (M)=54.410, MACs (G)=108.878, RT (ms)=5.63, FPS=177.762026.0517.56
PSENetParams (M)=0.015, MACs (G)=0.557, RT (ms)=3.76, FPS=265.652026.0517.5
RUASParams (M)=0.003, MACs (G)=0.795, RT (ms)=3.50, FPS=285.912026.0516.41
GDPParams (M)=552.814, MACs (G)=4872.000, RT (ms)=1336965.00, FPS=0.00072026.0515.82
Zero-DCEParams (M)=0.079, MACs (G)=19.008, RT (ms)=3.44, FPS=290.812026.0514.86
SCIParams (M)=0.00026, MACs (G)=0.130, RT (ms)=0.32, FPS=3113.862026.0514.78
CoLIEParams (M)=0.133, MACs (G)=8.657, RT (ms)=1187.32, FPS=0.842026.0513.76
CLIP-LITParams (M)=0.279, MACs (G)=66.670, RT (ms)=14.53, FPS=68.802026.0512.39
RetinexDIPParams (M)=0.707, MACs (G)=3.414, RT (ms)=11325.17, FPS=0.08832026.0511.67
RRDNetParams (M)=0.128, MACs (G)=31.063, RT (ms)=21793.18, FPS=0.04592026.0511.46