Low-Light Image Enhancement on LOL v1 (test) using PSNR
20.6PSNRIRLE (Total)
Evaluation Results
| Method | Links | |
|---|---|---|
| IRLE (Total)Params (M)=2.204, MACs (G)=79.139, RT (ms)=36.26, FPS=27.582026.05 | 20.6 | |
| IRLE (Stage 1)Params (M)=0.887, MACs (G)=32.479, RT (ms)=5.09, FPS=196.402026.05 | 20.39 | |
| Li et al.Params (M)=0.345, MACs (G)=78.730, RT (ms)=295.83, FPS=3.382026.05 | 19.82 | |
| NeRCoParams (M)=23.046, MACs (G)=1136.000, RT (ms)=293.67, FPS=3.412026.05 | 19.74 | |
| PairLIEParams (M)=0.342, MACs (G)=82.929, RT (ms)=13.69, FPS=73.062026.05 | 19.51 | |
| EnlightenGANParams (M)=54.410, MACs (G)=108.878, RT (ms)=5.63, FPS=177.762026.05 | 17.56 | |
| PSENetParams (M)=0.015, MACs (G)=0.557, RT (ms)=3.76, FPS=265.652026.05 | 17.5 | |
| RUASParams (M)=0.003, MACs (G)=0.795, RT (ms)=3.50, FPS=285.912026.05 | 16.41 | |
| GDPParams (M)=552.814, MACs (G)=4872.000, RT (ms)=1336965.00, FPS=0.00072026.05 | 15.82 | |
| Zero-DCEParams (M)=0.079, MACs (G)=19.008, RT (ms)=3.44, FPS=290.812026.05 | 14.86 | |
| SCIParams (M)=0.00026, MACs (G)=0.130, RT (ms)=0.32, FPS=3113.862026.05 | 14.78 | |
| CoLIEParams (M)=0.133, MACs (G)=8.657, RT (ms)=1187.32, FPS=0.842026.05 | 13.76 | |
| CLIP-LITParams (M)=0.279, MACs (G)=66.670, RT (ms)=14.53, FPS=68.802026.05 | 12.39 | |
| RetinexDIPParams (M)=0.707, MACs (G)=3.414, RT (ms)=11325.17, FPS=0.08832026.05 | 11.67 | |
| RRDNetParams (M)=0.128, MACs (G)=31.063, RT (ms)=21793.18, FPS=0.04592026.05 | 11.46 |