Performance comparison among IQA models in TID2008 database.
| Measure IQA model | PLCC | SROCC | RMSE |
|---|---|---|---|
| MS-SSIM | 0.8389 | 0.8528 | 0.7303 |
| SSIM | 0.7715 | 0.7749 | 0.8537 |
| VIF | 0.8055 | 0.7496 | 0.7953 |
| VSNR | 0.6820 | 0.7046 | 0.9815 |
| NQM | 0.6103 | 0.6243 | 1.0631 |
| PSNR-HVS | 0.5977 | 0.5943 | 1.0759 |
| IFC | 0.7186 | 0.5707 | 0.9332 |
| PSNR | 0.5355 | 0.5245 | 1.1333 |
| FSIM | 0.8710 | 0.8805 | 0.6592 |
| MAD | 0.8306 | 0.8340 | 0.7474 |
| IW-SSIM | 0.8488 | 0.8559 | 0.7094 |
| CF-MMF | 0.9525 | 0.9487 | 0.4087 |
| CD-MMF | 0.9538 | 0.9463 | 0.4032 |
| Measure IQA model | PLCC | SROCC | RMSE |
|---|---|---|---|
| MS-SSIM | 0.8389 | 0.8528 | 0.7303 |
| SSIM | 0.7715 | 0.7749 | 0.8537 |
| VIF | 0.8055 | 0.7496 | 0.7953 |
| VSNR | 0.6820 | 0.7046 | 0.9815 |
| NQM | 0.6103 | 0.6243 | 1.0631 |
| PSNR-HVS | 0.5977 | 0.5943 | 1.0759 |
| IFC | 0.7186 | 0.5707 | 0.9332 |
| PSNR | 0.5355 | 0.5245 | 1.1333 |
| FSIM | 0.8710 | 0.8805 | 0.6592 |
| MAD | 0.8306 | 0.8340 | 0.7474 |
| IW-SSIM | 0.8488 | 0.8559 | 0.7094 |
| CF-MMF | |||
| CD-MMF |
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