Low-Light Image Enhancement on Real-LOL-Blur v1
4.193NIQECWNet+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CWNet+Pre-trained on=LOL-v1, Adversarial framework=true2026.03 | 4.193 | 25.387 | 3.855 | |
| FDN+Pre-trained on=LOL-v1, Adversarial framework=true2026.03 | 4.275 | 24.91 | 4.084 | |
| RetinexMamba+Pre-trained on=LOL-v1, Adversarial framework=true2026.03 | 4.792 | 30.76 | 4.909 | |
| Retinexformer+Pre-trained on=LOL-v1, Adversarial framework=true2026.03 | 4.828 | 26.453 | 4.893 | |
| Restormer+Pre-trained on=LOL-v1, Adversarial framework=true2026.03 | 4.925 | 32.913 | 4.898 | |
| RetinexMambaPre-trained on=LOL-v12026.03 | 4.956 | 32.837 | 5.167 | |
| FDNPre-trained on=LOL-v12026.03 | 5.034 | 31.597 | 5.286 | |
| RetinexformerPre-trained on=LOL-v12026.03 | 5.057 | 25.302 | 5.214 | |
| Wave-Mamba+Pre-trained on=LOL-v1, Adversarial framework=true2026.03 | 5.209 | 34.631 | 5.408 | |
| Wave-MambaPre-trained on=LOL-v12026.03 | 5.237 | 37.649 | 5.507 | |
| LEDNet+Pre-trained on=LOL-v1, Adversarial framework=true2026.03 | 5.28 | 30.419 | 5.486 | |
| RestormerPre-trained on=LOL-v12026.03 | 5.287 | 34.544 | 5.461 | |
| LEDNetPre-trained on=LOL-v12026.03 | 5.322 | 31.849 | 5.535 | |
| CWNetPre-trained on=LOL-v12026.03 | 5.413 | 41.14 | 5.843 | |
| DMFourLLIE+Pre-trained on=LOL-v1, Adversarial framework=true2026.03 | 5.472 | 35.831 | 5.5 | |
| DMFourLLIEPre-trained on=LOL-v12026.03 | 5.585 | 38.426 | 5.631 | |
| FourLLIE+Pre-trained on=LOL-v1, Adversarial framework=true2026.03 | 5.655 | 38.271 | 5.547 | |
| FourLLIEPre-trained on=LOL-v12026.03 | 5.796 | 41.62 | 5.791 |