Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Results for the difference Freéchet inception distances (FIDs).
| Dataset | Mean Difference of the FID (Generated Value−Real Value) | ||||
|---|---|---|---|---|---|
| GT | NA | AE | VAE | DCGAN | |
| Dataset 1 | 487.7 | 159.1 | 323.5 | 277.1 | 126.4 |
| Dataset 2b | 501.8 | 188.5 | 273.6 | 203.4 | 98.2 |
GT: Geometric Transformation, NA: Noise Addition, AE: Autoencoder, VAE: Variational Autoencoder, DCGAN: Deep Convolutional Generative Adversarial Network.
