Table 5 Evaluation outcomes from various methods’ ablation experiments on Test-C60 utilizing evaluation metrics with no reference.

From: MHF-UIE a multi-task hybrid fusion method for real-world underwater image enhancement

Methods

Test-C60

UIQM↑

UCIQE↑

AG↑

IE↑

VAR↑

MA↑

-w/o VRM

0.89

28.17

9.77

7.10

8.44

7.64

-w/o CEM

0.91

28.92

9.52

7.09

8.38

7.60

Full Model

0.94

29.57

9.79

7.11

8.50

7.64

  1. The highest score highlights the highest-performing result.
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