Table 3 Performance comparison of the proposed method on two underwater image datasets.

From: Underwater image quality assessment method based on color space multi-feature fusion

IQA method

SAUD

UIED

SROCC

KROCC

PLCC

SROCC

KROCC

PLCC

BRISQUE

0.4934

0.3481

0.5180

0.3964

0.2741

0.4306

BIQI

0.4057

0.2820

0.4269

0.4438

0.3089

0.5196

NIQE

0.0626

0.0425

0.1814

0.2528

0.1702

0.2198

ILNIQE

0.2844

0.1929

0.2825

0.4196

0.2882

0.4066

SSEQ

0.5475

0.4249

0.5683

0.5161

0.3642

0.5577

BIQME

0.7271

0.5924

0.7483

0.5194

0.3681

0.6183

UIQM

0.0271

0.0179

0.0581

0.0839

0.0562

0.0560

UCIQE

0.2002

0.1312

0.4351

0.0591

0.0438

0.2465

UIF

0.1182

0.0709

0.2021

0.6117

0.4428

0.6316

FDUM

0.1469

0.0965

0.2819

0.0865

0.0620

0.1011

NUIQ

0.7891

0.6024

0.8004

0.6136

0.4459

0.6761

NMFC

0.8354

0.6467

0.8401

0.6351

0.4647

0.6816

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