Low-Light Image Enhancement on EndoVis 17
20.69FPSEnlightenGAN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| EnlightenGAN2024.05 | 20.69 | 24.97 | 83.55 | 0.121 | |
| Zero-DCE2024.05 | 14.96 | 11.23 | 31.34 | 0.498 | |
| LighTDiff2024.05 | 14.19 | 34.28 | 95.72 | 0.0325 | |
| SNR-Aware2024.05 | 12.32 | 27.37 | 90.57 | 0.1149 | |
| PyDiff2024.05 | 10.74 | 31.02 | 94.5 | 0.051 | |
| MIRNetv22024.05 | 5.38 | 31.94 | 93.48 | 0.0671 | |
| DiffLL2024.05 | 4.98 | 30.57 | 92.99 | 0.0763 | |
| StillGan2024.05 | 4.9 | 28.39 | 90.28 | 0.092 | |
| MIRNet2024.05 | 3.15 | 31.69 | 93.03 | 0.0673 | |
| LLCaps2024.05 | 1.87 | 31.88 | 93.53 | 0.0589 | |
| LIME2024.05 | 1.54 | 11.56 | 24.2 | 0.3973 | |
| DUAL2024.05 | 1.31 | 11.5 | 27.29 | 0.4067 | |
| CLEDiff2024.05 | 0.37 | 31.12 | 94.34 | 0.0418 | |
| ControlNet2024.05 | 0.3 | 21.97 | 64.82 | 0.2179 |