Table 3 NIQE and BRISQUE scores by country and models.
Country | Model | NIQE (Mean ± Std. Dev. *) | BRISQUE (Mean ± Std. Dev. *) |
|---|---|---|---|
Algeria | BSRGAN | 8.98 ± 6.06 | 44.28 ± 5.17 |
DBPISR | 19.62 ± 5.65 | 84.74 ± 17.95 | |
Real-ESRGAN | 12.73 ± 8.01 | 63.69 ± 6.68 | |
SwinIR | 29.81 ± 18.10 | 65.09 ± 9.94 | |
SwinIR_Large | 29.08 ± 23.24 | 59.91 ± 7.93 | |
Egypt | BSRGAN | 7.67 ± 4.06 | 68.69 ± 6.74 |
DBPISR | 19.50 ± 4.58 | 68.69 ± 6.74 | |
Real-ESRGAN | 3.78 ± 2.20 | 56.24 ± 4.32 | |
SwinIR | 51.41 ± 29.60 | 49.82 ± 8.98 | |
SwinIR_Large | 38.59 ± 28.62 | 42.99 ± 6.55 | |
Ghana | BSRGAN | 2.18 ± 1.10 | 44.15 ± 11.29 |
DBPISR | 9.56 ± 3.75 | 89.84 ± 10.94 | |
Real-ESRGAN | 1.34 ± 0.41 | 59.74 ± 8.43 | |
SwinIR | 11.56 ± 8.26 | 55.12 ± 9.11 | |
SwinIR_Large | 8.96 ± 8.62 | 51.13 ± 8.21 | |
Malawi | BSRGAN | 6.42 ± 2.82 | 41.63 ± 5.09 |
DBPISR | 14.53 ± 3.52 | 77.83 ± 13.36 | |
Real-ESRGAN | 6.73 ± 2.22 | 59.42 ± 3.96 | |
SwinIR | 27.32 ± 16.35 | 58.42 ± 9.09 | |
SwinIR_Large | 25.27 ± 16.12 | 54.96 ± 6.65 | |
Uganda | BSRGAN | 3.95 ± 1.21 | 43.20 ± 2.98 |
DBPISR | 14.33 ± 4.57 | 83.41 ± 11.20 | |
Real-ESRGAN | 3.69 ± 0.79 | 63.10 ± 4.81 | |
SwinIR | 11.45 ± 6.19 | 47.68 ± 2.80 | |
SwinIR_Large | 6.73 ± 3.90 | 53.97 ± 3.23 |
