Low-Light Enhancement Quality Assessment on LL-Bench (test)
0.836SRCCLL-Score
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LL-Scoremode=one-for-all2026.06 | 0.836 | 86.28 | |
| LPIPS2026.06 | 0.8338 | 16.67 | |
| DISTS2026.06 | 0.8273 | 16.76 | |
| EditReward2026.06 | 0.7892 | 82.59 | |
| PSNR2026.06 | 0.7756 | 79.23 | |
| SSIM2026.06 | 0.7124 | 78.18 | |
| DeQA-Score2026.06 | 0.6804 | 77.84 | |
| Q-Align2026.06 | 0.6655 | 76.25 | |
| CLIPIQA2026.06 | 0.5691 | 69.99 | |
| MusIQ2026.06 | 0.5217 | 68.52 | |
| TopIQA2026.06 | 0.5036 | 68.09 | |
| HyperIQA2026.06 | 0.494 | 67.53 | |
| HPSv32026.06 | 0.4736 | 68.87 | |
| MANIQA2026.06 | 0.4615 | 66.51 | |
| FGResQ2026.06 | 0.1081 | 54.62 | |
| BRISQUE2026.06 | -0.2821 | 40.19 | |
| NIQE2026.06 | -0.3937 | 36.36 | |
| ImageReward2026.06 | -0.5272 | 29.02 |