From: Blind image quality assessment via probabilistic latent semantic analysis
SROCC | NIQE | ILNIQE | LQF | PROPOSED | LCC | NIQE | ILNIQE | LQF | PROPOSED |
---|---|---|---|---|---|---|---|---|---|
LIVE2 | 0.8316 | 0.8116 | 0.7517 | 0.8199 | LIVE2 | 0.8321 | 0.8311 | 0.7609 | 0.8319 |
CSIQ | 0.6057 | 0.7579 | 0.5148 | 0.6422 | CSIQ | 0.6687 | 0.7551 | 0.5910 | 0.6855 |
TID2008 | 0.3442 | 0.3690 | 0.2083 | 0.3071 | TID2008 | 0.4218 | 0.4290 | 0.3404 | 0.4995 |
LiveMD1 | 0.8907 | 0.7806 | 0.7148 | 0.9006 | LiveMD1 | 0.9367 | 0.8060 | 0.8429 | 0.9389 |
LiveMD2 | 0.7296 | 0.7067 | 0.7208 | 0.7594 | LiveMD2 | 0.8168 | 0.7830 | 0.7346 | 0.8003 |
Direct average performance | |||||||||
 SROCC | 0.6804 | 0.6852 | 0.5821 | 0.6858 | LCC | 0.7352 | 0.7208 | 0.6540 | 0.7512 |
Database size based average performance | |||||||||
 SROCC | 0.5592 | 0.5930 | 0.4502 | 0.5508 | LCC | 0.6163 | 0.6293 | 0.5371 | 0.6541 |