Low-light Image Enhancement on Real-LOL-Blur (test)
3.875NIQEFDN+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FDN+Pre-trained on=LOL-Blur, Adversarial Framework=true2026.03 | 3.875 | 14.27 | 3.549 | |
| FDNPre-trained on=LOL-Blur2026.03 | 4.133 | 15.95 | 3.67 | |
| Restormer+Pre-trained on=LOL-Blur, Adversarial Framework=true2026.03 | 4.154 | 25.911 | 3.874 | |
| RetinexMamba+Pre-trained on=LOL-Blur, Adversarial Framework=true2026.03 | 4.193 | 25.387 | 3.855 | |
| CWNet+Pre-trained on=LOL-Blur, Adversarial Framework=true2026.03 | 4.193 | 25.387 | 3.855 | |
| Retinexformer+Pre-trained on=LOL-Blur, Adversarial Framework=true2026.03 | 4.408 | 31.392 | 4.129 | |
| LEDNet+Pre-trained on=LOL-Blur, Adversarial Framework=true2026.03 | 4.506 | 35.609 | 4.339 | |
| LEDNetPre-trained on=LOL-Blur2026.03 | 5.169 | 42.801 | 5.03 | |
| CWNetPre-trained on=LOL-Blur2026.03 | 5.175 | 37.335 | 5.155 | |
| DMFourLLIE+Pre-trained on=LOL-Blur, Adversarial Framework=true2026.03 | 5.298 | 37.482 | 5.397 | |
| Wave-Mamba+Pre-trained on=LOL-Blur, Adversarial Framework=true2026.03 | 5.314 | 38.474 | 5.291 | |
| RestormerPre-trained on=LOL-Blur2026.03 | 5.457 | 36.682 | 5.488 | |
| Wave-MambaPre-trained on=LOL-Blur2026.03 | 5.719 | 42.975 | 5.775 | |
| DMFourLLIEPre-trained on=LOL-Blur2026.03 | 5.796 | 42.173 | 5.832 | |
| RetinexMambaPre-trained on=LOL-Blur2026.03 | 5.802 | 37.393 | 5.808 | |
| FourLLIE+Pre-trained on=LOL-Blur, Adversarial Framework=true2026.03 | 5.821 | 42.962 | 5.974 | |
| RetinexformerPre-trained on=LOL-Blur2026.03 | 5.86 | 38.286 | 5.873 | |
| FourLLIEPre-trained on=LOL-Blur2026.03 | 5.983 | 43.892 | 6.214 |