Low-light Image Enhancement on SID-Sony Bayer RAW
30.62PSNRDnf
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DnfMethod Type=RAW-based, GPU Inference time (ms)=null, CPU Inference time (s)=47.48, GFLOPs=2874.44, Parameters (M)=11.1402025.12 | 30.62 | 0.797 | 0.343 | |
| SMGMethod Type=RAW-based, GPU Inference time (ms)=494.68, CPU Inference time (s)=7.72, GFLOPs=1274.27, Parameters (M)=18.3552025.12 | 30.17 | 0.834 | 0.238 | |
| CDANMethod Type=sRGB-based, GPU Inference time (ms)=7.46, CPU Inference time (s)=5.53, GFLOPs=381.44, Parameters (M)=3.5862025.12 | 30.05 | 0.811 | 0.263 | |
| RAWFormerMethod Type=RAW-based, GPU Inference time (ms)=414.94, CPU Inference time (s)=20.69, GFLOPs=781.54, Parameters (M)=3.4012025.12 | 29.22 | 0.79 | 0.258 | |
| ERIENetMethod Type=RAW-based, GPU Inference time (ms)=6.84, CPU Inference time (s)=1.13, GFLOPs=39.29, Parameters (M)=1.4192025.12 | 29.12 | 0.797 | 0.259 | |
| SIDMethod Type=RAW-based, GPU Inference time (ms)=9.22, CPU Inference time (s)=5.38, GFLOPs=523.83, Parameters (M)=7.7612025.12 | 28.62 | 0.798 | 0.281 | |
| REDIMethod Type=RAW-based, GPU Inference time (ms)=7.14, CPU Inference time (s)=1.31, GFLOPs=58.68, Parameters (M)=0.7852025.12 | 28.22 | 0.78 | 0.291 | |
| DeepLPFMethod Type=sRGB-based, GPU Inference time (ms)=null, CPU Inference time (s)=20.80, GFLOPs=667.54, Parameters (M)=1.7692025.12 | 26.62 | 0.771 | 0.264 | |
| Zero-DCEMethod Type=sRGB-based, GPU Inference time (ms)=null, CPU Inference time (s)=9.79, GFLOPs=967.73, Parameters (M)=0.7942025.12 | 25.65 | 0.756 | 0.386 | |
| PJLENRMethod Type=sRGB-based, GPU Inference time (ms)=525.06, CPU Inference time (s)=8.01, GFLOPs=113.86, Parameters (M)=2.5392025.12 | 22.33 | 0.655 | 0.356 |