Low-light Enhancement on DICM (NIQE, CLIPIQA, MANIQA, MUSIQ)
3.522NIQEControlLight
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ControlLight2026.05 | 3.522 | 0.698 | 0.505 | 68.22 | |
| CIDNet2026.05 | 3.657 | 0.501 | 0.384 | 57.9 | |
| DarkIR2026.05 | 3.869 | 0.463 | 0.345 | 57.44 | |
| LLFormer2026.05 | 3.943 | 0.435 | 0.274 | 55.03 | |
| Retinexformer2026.05 | 3.962 | 0.377 | 0.291 | 54.27 | |
| CLE Diffusion2026.05 | 4.368 | 0.39 | 0.218 | 47.38 | |
| QuadPrior2026.05 | 4.797 | 0.488 | 0.315 | 58.21 |