Table 2 Evaluation outcomes of various methods employing no-reference evaluation metrics on Test-60.
From: MHF-UIE a multi-task hybrid fusion method for real-world underwater image enhancement
Methods | Test-60 | |||||
|---|---|---|---|---|---|---|
UIQM↑ | UCIQE↑ | AG↑ | IE↑ | VAR↑ | MA↑ | |
GDCP | 0.71 | 29.90 | 8.79 | 7.07 | 11.92 | 7.55 |
UTV | 0.18 | 22.10 | 7.78 | 5.92 | 2.70 | 6.05 |
UDCP | 0.08 | 25.84 | 6.18 | 6.09 | 4.21 | 6.68 |
FUnIEGAN | 0.34 | 23.80 | 5.80 | 6.80 | 6.41 | 6.72 |
TOPAL | 0.27 | 23.92 | 5.85 | 6.98 | 8.41 | 6.82 |
UT | 0.38 | 24.13 | 6.72 | 7.01 | 7.39 | 6.82 |
UWCNN | 0.19 | 17.45 | 4.34 | 6.29 | 3.51 | 5.18 |
WaterNet | 0.45 | 24.83 | 6.95 | 6.97 | 7.01 | 7.13 |
ULAP | 0.35 | 25.07 | 6.58 | 6.52 | 7.47 | 6.55 |
TSA | 0.69 | 22.88 | 9.04 | 6.51 | 5.39 | 7.26 |
Ucolor | 0.21 | 20.14 | 5.82 | 6.57 | 4.97 | 6.45 |
CLUIE | 0.51 | 25.20 | 9.35 | 6.94 | 7.81 | 7.42 |
MHF-UIE | 0.94 | 29.60 | 9.79 | 7.11 | 8.50 | 7.64 |
