Table 1 Evaluation outcomes of various methods employing no-reference evaluation metrics on Color-Check7.
From: MHF-UIE a multi-task hybrid fusion method for real-world underwater image enhancement
Methods | Color-Check7 | |||||
|---|---|---|---|---|---|---|
UIQM↑ | UCIQE↑ | AG↑ | IE↑ | VAR↑ | MA↑ | |
GDCP | 1.43 | 34.42 | 16.44 | 7.64 | 16.89 | 8.39 |
UTV | 0.81 | 25.50 | 13.16 | 7.02 | 4.78 | 8.61 |
UDCP | 0.67 | 29.60 | 12.45 | 7.13 | 5.92 | 8.56 |
FUnIEGAN | 1.03 | 28.71 | 10.82 | 7.43 | 7.90 | 8.43 |
TOPAL | 0.96 | 29.32 | 11.51 | 7.55 | 9.13 | 8.12 |
UT | 0.88 | 24.96 | 13.09 | 7.25 | 5.68 | 8.50 |
UWCNN | 0.56 | 18.98 | 6.37 | 6.51 | 2.39 | 6.34 |
WaterNet | 0.84 | 24.60 | 10.20 | 7.13 | 5.04 | 8.40 |
ULAP | 1.12 | 32.36 | 14.20 | 7.67 | 12.09 | 8.26 |
TSA | 1.33 | 29.00 | 18.08 | 7.50 | 8.98 | 8.73 |
Ucolor | 0.66 | 20.38 | 8.33 | 6.75 | 3.10 | 7.54 |
CLUIE | 1.22 | 31.36 | 18.02 | 7.64 | 10.44 | 8.41 |
MHF-UIE | 1.37 | 32.20 | 19.02 | 7.80 | 13.35 | 8.61 |
