Table 6 Quantitative comparison of the image quality analysis of ten (10) randomly selected synthesized images with architectural distortion (AD) for metrics ranging in the categories of reference-based, nonreference-based, and feature-based.
Images | PSNR | SSIM | DSSIM | MSE | FSIM | BRISQUE | PQUE | NIQE | GS | FID |
|---|---|---|---|---|---|---|---|---|---|---|
1 | 27.97 | 0.04 | 0.48 | 103.73 | 0.90 | 27.05 | 22.65 | 25.81 | 0.00 | 343,130.76 |
2 | 28.00 | 0.04 | 0.48 | 103.07 | 0.88 | 17.79 | 23.17 | 37.07 | 0.00 | 321,157.06 |
3 | 27.94 | 0.04 | 0.48 | 104.41 | 0.89 | 29.11 | 23.04 | 30.40 | 0.00 | 413,143.07 |
4 | 27.83 | 0.03 | 0.48 | 107.18 | 0.89 | 15.33 | 22.70 | 28.10 | 0.00 | 429,359.88 |
5 | 27.98 | 0.04 | 0.48 | 103.47 | 0.89 | 28.32 | 23.67 | 25.31 | 0.00 | 330,390.83 |
6 | 28.00 | 0.05 | 0.48 | 103.09 | 0.88 | 16.62 | 23.71 | 27.50 | 0.00 | 339,042.88 |
7 | 27.93 | 0.05 | 0.47 | 104.61 | 0.87 | 34.25 | 24.23 | 22.30 | 0.00 | 425,196.46 |
8 | 27.99 | 0.04 | 0.48 | 103.22 | 0.87 | 34.27 | 23.26 | 27.56 | 0.00 | 308,565.14 |
9 | 28.02 | 0.06 | 0.47 | 102.61 | 0.90 | 18.04 | 23.01 | 27.48 | 0.00 | 260,963.64 |
10 | 28.04 | 0.05 | 0.47 | 102.22 | 0.87 | 37.61 | 24.91 | 24.45 | 0.00 | 335,339.00 |
Average | 27.97 | 0.04 | 0.48 | 103.76 | 0.88 | 25.84 | 23.44 | 27.60 | 0.00 | 350,628.87 |
