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Table 4 Median SROCC/PLCC/RMSE values on the LIVE database

From: No-reference color image quality assessment: from entropy to perceptual quality

Index

Method

JP2K

JPEG

Noise

Blur

FF

All

SROCC

PSNR

0.9053

0.8866

0.9844

0.8120

0.8981

0.8850

 

SSIM

0.9517

0.9671

0.9631

0.9306

0.9404

0.9255

 

VIF

0.9160

0.9482

0.9435

0.9600

0.9617

0.9287

 

BIQI

0.8401

0.8425

0.9362

0.8924

0.7383

0.8340

 

DIIVINE

0.9363

0.9051

0.9692

0.9478

0.8778

0.9261

 

BLIINDS-II

0.9389

0.9449

0.9596

0.9447

0.8653

0.9362

 

BRISQUE

0.9349

0.9480

0.9725

0.9616

0.8821

0.9411

 

NIQE

0.9171

0.9094

0.9697

0.9678

0.8715

0.9142

 

ILNIQE

0.9199

0.9335

0.9730

0.9526

0.8991

0.9219

 

SSEQ

0.9355

0.9509

0.9689

0.9554

0.8943

0.9349

 

ENIQA

0.9255

0.9515

0.9762

0.9481

0.8491

0.9378

PLCC

PSNR

0.9176

0.9130

0.9887

0.8277

0.9169

0.8825

 

SSIM

0.9508

0.9751

0.9783

0.8739

0.9203

0.9241

 

VIF

0.9360

0.9594

0.9679

0.9689

0.9748

0.9318

 

BIQI

0.8778

0.8827

0.9551

0.8873

0.7987

0.8494

 

DIIVINE

0.9541

0.9416

0.9791

0.9443

0.8994

0.9309

 

BLIINDS-II

0.9564

0.9721

0.9698

0.9533

0.8855

0.9412

 

BRISQUE

0.9550

0.9789

0.9838

0.9601

0.9151

0.9510

 

NIQE

0.9485

0.9443

0.9396

0.9699

0.9040

0.8734

 

ILNIQE

0.9549

0.9670

0.9766

0.9487

0.9250

0.8987

 

SSEQ

0.9514

0.9638

0.9823

0.9691

0.9227

0.9380

 

ENIQA

0.9503

0.9741

0.9828

0.9447

0.8791

0.9437

RMSE

PSNR

9.9129

12.8262

4.2127

10.3076

11.1624

12.7229

 

SSIM

7.7506

6.9422

5.7534

9.1163

10.8487

10.3565

 

VIF

8.8859

8.8635

7.0133

4.5270

6.2119

9.8436

 

BIQI

13.7600

16.4621

9.7859

11.0204

18.7142

16.4823

 

DIIVINE

8.5666

11.8295

6.7472

7.9227

13.6016

11.4397

 

BLIINDS-II

8.1849

8.2528

8.0538

7.1483

14.0510

10.5832

 

BRISQUE

8.5280

7.1899

5.9282

6.6549

12.3081

9.6662

 

NIQE

9.1488

11.5084

11.4903

5.7870

13.2733

15.1785

 

ILNIQE

8.5310

8.9270

7.0934

7.5084

11.7819

13.6439

 

SSEQ

8.8145

9.3283

6.8836

6.5752

12.2893

10.6405

 

ENIQA

8.9964

7.9640

6.1051

7.7741

14.5150

10.3234

  1. The top performances of the FR-IQA and NR-IQA indices are italicized. The second-best results of the NR-IQA indices are highlighted in bold