Table 3 Comparison of quantitative metrics of ablation experiments.
From: A facial structure sampling contrastive learning method for sketch facial synthesis
Dataset | Metrics | CUT | W/ RCS | W/ DSS | W/ Mask | FSS |
|---|---|---|---|---|---|---|
CUHK | FID\(\downarrow\) | 81.2447 | 77.4903 | 71.34153 | 62.7373 | 53.3347 |
PSNR\(\uparrow\) | 16.8903 | 17.1985 | 17.4079 | 17.4951 | 18.5729 | |
SSIM\(\uparrow\) | 0.54361 | 0.57214 | 0.58010 | 0.58509 | 0.63567 | |
AR | FID\(\downarrow\) | 87.6897 | 84.6346 | 81.2749 | 71.6501 | 62.33 |
PSNR\(\uparrow\) | 17.2912 | 17.8219 | 17.9628 | 17.8549 | 18.1293 | |
SSIM\(\uparrow\) | 0.59046 | 0.60303 | 0.59908 | 0.60337 | 0.63419 | |
XM2VTS | FID\(\downarrow\) | 76.0358 | 73.4575 | 71.5189 | 60.6443 | 30.4706 |
PSNR\(\uparrow\) | 15.9739 | 16.4856 | 16.9673 | 17.1576 | 18.1112 | |
SSIM\(\uparrow\) | 0.50383 | 0.53392 | 0.53813 | 0.55885 | 0.57660 |
