Text-to-image portrait generators deviate from the requested age by about 3 to 5 years on average, with larger errors and demographic biases at older ages, so synthetic faces are not yet reliable for precise age tasks.
Analyzing and improving the image quality of StyleGAN
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Can Text-to-Image Generative Models Accurately Depict Age? A Comparative Study on Synthetic Portrait Generation and Age Estimation
Text-to-image portrait generators deviate from the requested age by about 3 to 5 years on average, with larger errors and demographic biases at older ages, so synthetic faces are not yet reliable for precise age tasks.