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 |