Low-Light Image Enhancement on LIME (NIQE, BRISQUE)
3.76NIQEMultinex
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MultinexParams (M)=0.0446, GFLOPs=2.502026.04 | 3.76 | 14.6 | |
| Multinex-NanoParams (M)=0.0007, GFLOPs=0.042026.04 | 3.85 | 15.17 | |
| CIDNetParams (M)=1.88, GFLOPs=7.572026.04 | 4.13 | 16.25 | |
| CIDNET2026.06 | 4.13 | 16.25 | |
| ULTRAFASTvariant=No Shadow2026.06 | 4.15 | 19.49 | |
| ULTRAFASTvariant=No Grad2026.06 | 4.17 | 20.44 | |
| FAST2026.06 | 4.2 | 18.97 | |
| FASTvariant=No Grad2026.06 | 4.2 | 18.97 | |
| FASTvariant=No Noise2026.06 | 4.2 | 18.97 | |
| FASTvariant=No Shadow2026.06 | 4.2 | 18.97 | |
| ULTRAFAST2026.06 | 4.2 | 19.16 | |
| ULTRAFASTvariant=No Noise2026.06 | 4.21 | 19.11 | |
| RUAS2026.06 | 4.26 | 27.59 | |
| PairLIE2026.06 | 4.58 | 25.23 | |
| LLFlow2026.06 | 4.59 | 27.06 | |
| KinD2026.06 | 5.03 | 39.91 | |
| LLFlowParams (M)=17.42, GFLOPs=358.402026.04 | 5.29 | 27.06 | |
| SNR-NetParams (M)=26.35, GFLOPs=4.012026.04 | 5.51 | 39.22 | |
| SNR-Aware2026.06 | 5.74 | 39.22 | |
| ZeroDCEParams (M)=0.075, GFLOPs=4.832026.04 | 5.82 | 20.44 | |
| ZeroDCE2026.06 | 5.82 | 20.44 |