Low-Light Image Enhancement on DICM (NIQE, BRISQUE)
3.64NIQEMultinex
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MultinexParams (M)=0.0446, GFLOPs=2.502026.04 | 3.64 | 16.39 | |
| ULTRAFASTvariant=No Noise2026.06 | 3.71 | 20.84 | |
| ULTRAFAST2026.06 | 3.72 | 21.46 | |
| ULTRAFASTvariant=No Shadow2026.06 | 3.72 | 21.12 | |
| FAST2026.06 | 3.73 | 21.75 | |
| ULTRAFASTvariant=No Grad2026.06 | 3.73 | 21.3 | |
| FASTvariant=No Shadow2026.06 | 3.74 | 21.78 | |
| FASTvariant=No Grad2026.06 | 3.75 | 21.86 | |
| FASTvariant=No Noise2026.06 | 3.75 | 21.77 | |
| LLFlowParams (M)=17.42, GFLOPs=358.402026.04 | 3.78 | 26.36 | |
| CIDNetParams (M)=1.88, GFLOPs=7.572026.04 | 3.79 | 21.47 | |
| CIDNET2026.06 | 3.79 | 21.47 | |
| Multinex-NanoParams (M)=0.0007, GFLOPs=0.042026.04 | 3.9 | 19.97 | |
| PairLIE2026.06 | 4.03 | 33.31 | |
| LLFlow2026.06 | 4.06 | 26.36 | |
| ZeroDCEParams (M)=0.075, GFLOPs=4.832026.04 | 4.58 | 27.56 | |
| ZeroDCE2026.06 | 4.58 | 27.56 | |
| SNR-NetParams (M)=26.35, GFLOPs=4.012026.04 | 4.62 | 37.35 | |
| SNR-Aware2026.06 | 4.71 | 37.35 | |
| KinD2026.06 | 5.15 | 48.72 | |
| RUAS2026.06 | 5.21 | 38.75 |