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Benchmarks
Low-light Enhancement on LOL dataset
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74.88
MUSIQ
CIDNet + ORNet
62.6808
65.8479
69.015
72.1821
Dec 3, 2025
MUSIQ
MANIQA
TOPIQ
LIQE
VisualQuality-R1
Q-Insight
A-FINE
Updated 4d ago
Evaluation Results
Method
Method
Links
MUSIQ
MANIQA
TOPIQ
LIQE
VisualQuality-R1
Q-Insight
A-FINE
CIDNet + ORNet
lambda=0.3
2025.12
74.88
70.35
71.08
4.7373
3.9
3.7613
20.05
Retinexformer + ORNet
lambda=0.3
2025.12
72.8
66.52
64.35
3.9872
3.52
3.5047
26.96
CIDNet
2025.12
69.51
62.56
62.88
3.8336
3.9133
3.6967
46.52
Retinexformer
2025.12
63.15
58.7
54.19
2.8354
3.44
3.3153
49.5
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