Performance comparison among IQA models in database.
| Measure IQA model | PLCC | SROCC | RMSE |
|---|---|---|---|
| MS-SSIM | 0.9402 | 0.9521 | 9.3038 |
| SSIM | 0.9384 | 0.9479 | 9.4439 |
| VIF | 0.9597 | 0.9636 | 7.6737 |
| VSNR | 0.9235 | 0.9279 | 10.4816 |
| NQM | 0.9128 | 0.9093 | 11.1570 |
| PSNR-HVS | 0.9134 | 0.9186 | 11.1228 |
| IFC | 0.9261 | 0.9259 | 10.3052 |
| PSNR | 0.8701 | 0.8756 | 13.4685 |
| FSIM | 0.9540 | 0.9634 | 8.1938 |
| MAD | 0.9672 | 0.9669 | 6.9419 |
| IW-SSIM | 0.9425 | 0.9567 | 9.1301 |
| CF-MMF | 0.9734 | 0.9732 | 6.2612 |
| CD-MMF | 0.9802 | 0.9805 | 5.4134 |
| Measure IQA model | PLCC | SROCC | RMSE |
|---|---|---|---|
| MS-SSIM | 0.9402 | 0.9521 | 9.3038 |
| SSIM | 0.9384 | 0.9479 | 9.4439 |
| VIF | 0.9597 | 0.9636 | 7.6737 |
| VSNR | 0.9235 | 0.9279 | 10.4816 |
| NQM | 0.9128 | 0.9093 | 11.1570 |
| PSNR-HVS | 0.9134 | 0.9186 | 11.1228 |
| IFC | 0.9261 | 0.9259 | 10.3052 |
| PSNR | 0.8701 | 0.8756 | 13.4685 |
| FSIM | 0.9540 | 0.9634 | 8.1938 |
| MAD | 0.9672 | 0.9669 | 6.9419 |
| IW-SSIM | 0.9425 | 0.9567 | 9.1301 |
| CF-MMF | |||
| CD-MMF |