Low-light Image Enhancement on SDSD
29.95PSNROurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OursNFE=82024.10 | 29.95 | 88.3 | |
| RetinexformerFLOPs (G)=15.57, Params (M)=1.612024.01 | 29.81 | 88.7 | |
| RetinexformerFLOPS (G)=15.57, Params (M)=1.612023.03 | 29.77 | 89.6 | |
| Retinexformer2024.10 | 29.77 | 89.6 | |
| OursNFE=42024.10 | 29.52 | 85.7 | |
| SNR-NetFLOPS (G)=26.35, Params (M)=4.012023.03 | 29.44 | 89.4 | |
| SNR-Net2024.10 | 29.44 | 89.4 | |
| SNR-NetFLOPs (G)=26.35, Params (M)=4.012024.01 | 29.05 | 88 | |
| LYT-NetFLOPs (G)=3.49, Params (M)=0.0452024.01 | 28.42 | 87.7 | |
| OursNFE=22024.10 | 28.1 | 73.1 | |
| IPTFLOPS (G)=6887, Params (M)=115.312023.03 | 26.11 | 83.1 | |
| MIRNetFLOPs (G)=785, Params (M)=31.762024.01 | 25.76 | 85.1 | |
| RestormerFLOPS (G)=144.25, Params (M)=26.132023.03 | 25.67 | 82.7 | |
| Restormer2024.10 | 25.67 | 82.7 | |
| RestormerFLOPs (G)=144.25, Params (M)=26.132024.01 | 25.23 | 81.5 | |
| MIRNetFLOPS (G)=785, Params (M)=31.762023.03 | 24.38 | 86.4 | |
| MIRNet2024.10 | 24.38 | 86.4 | |
| SparseFLOPs (G)=53.26, Params (M)=2.332024.01 | 24.27 | 83.4 | |
| DRBNFLOPS (G)=48.61, Params (M)=5.272023.03 | 24.08 | 86.8 | |
| DRBN2024.10 | 24.08 | 86.8 | |
| UFormerFLOPs (G)=12, Params (M)=5.292024.01 | 23.51 | 80.4 | |
| SIDFLOPS (G)=13.73, Params (M)=7.762023.03 | 23.29 | 70.3 | |
| SID2024.10 | 23.29 | 70.3 | |
| SparseFLOPS (G)=53.26, Params (M)=2.332023.03 | 23.25 | 86.3 | |
| UFormerFLOPS (G)=12, Params (M)=5.292023.03 | 23.17 | 85.9 | |
| RUASFLOPS (G)=0.83, Params (M)=0.0032023.03 | 23.17 | 69.6 | |
| Uformer2024.10 | 23.17 | 85.9 | |
| FIDEFLOPS (G)=28.51, Params (M)=8.622023.03 | 22.41 | 65.9 | |
| FIDEFLOPs (G)=28.51, Params (M)=8.622024.01 | 22.31 | 64.4 | |
| DeepLPFFLOPS (G)=5.86, Params (M)=1.772023.03 | 22.21 | 66.4 | |
| KinDFLOPs (G)=34.99, Params (M)=8.022024.01 | 21.96 | 66.3 | |
| KinDFLOPS (G)=34.99, Params (M)=8.022023.03 | 21.95 | 67.2 | |
| KinD2024.10 | 21.95 | 67.2 | |
| 3DLUTFLOPs (G)=0.075, Params (M)=0.592024.01 | 21.78 | 65.2 | |
| DeepUPEFLOPS (G)=21.1, Params (M)=1.022023.03 | 21.7 | 66.2 | |
| DeepUPE2024.10 | 21.7 | 66.2 | |
| 3DLUTFLOPS (G)=0.075, Params (M)=0.592023.03 | 21.66 | 65.5 | |
| 3DLUT2024.10 | 21.66 | 65.5 | |
| RFFLOPS (G)=46.23, Params (M)=21.542023.03 | 20.97 | 65.5 | |
| RetinexNetFLOPs (G)=587.47, Params (M)=0.842024.01 | 20.9 | 62.3 | |
| RetinexNetFLOPS (G)=587.47, Params (M)=0.842023.03 | 20.84 | 61.7 | |
| RetinexNet2024.10 | 20.84 | 61.7 | |
| EnGANFLOPs (G)=61.01, Params (M)=114.352024.01 | 20.06 | 61 | |
| EnGANFLOPS (G)=61.01, Params (M)=114.352023.03 | 20.02 | 60.4 | |
| EnGAN2024.10 | 20.02 | 60.4 |