Low-Light Image Enhancement on MILL (Smartphone)
23.87PSNROurs
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Ours2025.11 | 23.87 | 21.166 | 0.629 | 0.195 | 11.671 | 1.619 | 3.235 | 18.733 | |
| Retinexformer2025.11 | 23.23 | 20.485 | 0.629 | 0.195 | 12.162 | 1.682 | 3.162 | 20.821 | |
| LLFormer2025.11 | 23.015 | 20.062 | 0.58 | 0.203 | 12.51 | 1.518 | 4.194 | 20.877 | |
| MambaLLIE2025.11 | 22.638 | 18.763 | 0.608 | 0.214 | 13.429 | 2.193 | 3.465 | 20.463 | |
| DarkIR2025.11 | 22.54 | 19.898 | 0.622 | 0.192 | 13.047 | 1.679 | 3.07 | 19.388 | |
| CWNet2025.11 | 22.432 | 18.532 | 0.601 | 0.219 | 13.945 | 2.374 | 3.469 | 20.642 | |
| PromptNorm2025.11 | 22.198 | 19.464 | 0.627 | 0.206 | 13.238 | 1.692 | 3.477 | 22.612 | |
| GT-Mean2025.11 | 21.503 | 19.018 | 0.61 | 0.192 | 14.438 | 1.716 | 3.037 | 17.877 | |
| FourLLIE2025.11 | 21.377 | 18.51 | 0.539 | 0.236 | 16.976 | 3.279 | 4.831 | 22.159 | |
| MirNet2025.11 | 20.76 | 18.1 | 0.614 | 0.219 | 15.231 | 1.72 | 3.537 | 23.269 | |
| HVI-CIDNet2025.11 | 20.517 | 18.17 | 0.598 | 0.196 | 15.823 | 1.782 | 3.08 | 17.016 | |
| KinD2025.11 | 19.462 | 17.452 | 0.536 | 0.259 | 17.252 | 1.98 | 3.546 | 22.95 | |
| Unprocessed2025.11 | 19.155 | 17.573 | 0.511 | 0.215 | 17.832 | 2.718 | 5.088 | 20.895 | |
| SCI2025.11 | 15.96 | 13.208 | 0.437 | 0.33 | 29.477 | 3.314 | 5.475 | 24.372 | |
| RUAS2025.11 | 6.92 | 5.082 | 0.267 | 0.722 | 62.707 | 6.246 | 10.556 | 71.76 |