Table 3 Evaluation outcomes of various methods employing no-reference evaluation metrics on UCCS.
From: MHF-UIE a multi-task hybrid fusion method for real-world underwater image enhancement
Methods | UCCS | |||||
|---|---|---|---|---|---|---|
UIQM↑ | UCIQE↑ | AG↑ | IE↑ | VAR↑ | MA↑ | |
GDCP | 0.69 | 29.95 | 8.34 | 7.24 | 10.60 | 6.96 |
UTV | 0.07 | 14.21 | 4.72 | 5.44 | 1.71 | 4.26 |
UDCP | 0.06 | 22.90 | 5.99 | 6.63 | 3.99 | 5.69 |
FUnIEGAN | 0.67 | 22.64 | 6.56 | 7.01 | 5.25 | 6.35 |
TOPAL | 0.22 | 20.74 | 5.77 | 7.09 | 6.35 | 5.75 |
UT | 0.66 | 24.59 | 6.19 | 7.32 | 7.63 | 6.54 |
UWCNN | 0.44 | 19.34 | 4.20 | 6.85 | 4.06 | 4.57 |
WaterNet | 0.68 | 24.79 | 6.38 | 7.24 | 6.81 | 6.59 |
ULAP | 0.18 | 19.65 | 5.28 | 6.70 | 4.48 | 5.23 |
TSA | 0.81 | 20.08 | 8.97 | 6.75 | 3.93 | 7.30 |
Ucolor | 0.38 | 23.61 | 6.06 | 7.18 | 6.30 | 6.39 |
CLUIE | 0.55 | 25.57 | 7.41 | 7.24 | 6.48 | 6.33 |
MHF-UIE | 0.74 | 28.31 | 8.06 | 7.49 | 8.85 | 7.45 |
