Table 7 Performance indices obtained by training on the LIVE or TID2013 database and testing on the TID2013 or LIVE database
From: No-reference color image quality assessment: from entropy to perceptual quality
Method | Trained on LIVE, tested on TID2013 | Trained on TID2013, tested on LIVE | ||||
|---|---|---|---|---|---|---|
SROCC | PLCC | RMSE | SROCC | PLCC | RMSE | |
PSNR | 0.9244 | 0.9140 | 5.6710 | 0.8850 | 0.8825 | 12.7229 |
SSIM | 0.8662 | 0.8723 | 6.8356 | 0.9255 | 0.9241 | 10.3565 |
VIF | 0.9181 | 0.9401 | 4.7645 | 0.9287 | 0.9318 | 9.8436 |
BIQI | 0.8388 | 0.8447 | 7.4817 | 0.5699 | 0.6315 | 22.4137 |
DIIVINE | 0.7958 | 0.7868 | 8.6283 | 0.8012 | 0.8803 | 15.0072 |
BLIINDS-II | 0.8503 | 0.8413 | 7.5559 | 0.9267 | 0.9476 | 10.3571 |
BRISQUE | 0.8817 | 0.8860 | 6.4821 | 0.8969 | 0.8962 | 14.1317 |
NIQE | 0.6798 | 0.6685 | 10.3965 | 0.9287 | 0.9447 | 10.7151 |
ILNIQE | 0.7793 | 0.7956 | 8.4692 | 0.8537 | 0.8935 | 12.9788 |
SSEQ | 0.8294 | 0.8769 | 6.7188 | 0.8827 | 0.9167 | 11.5529 |
ENIQA | 0.8916 | 0.8953 | 6.2283 | 0.9026 | 0.9093 | 12.2189 |