Research Article

Text to Realistic Image Generation with Attentional Concatenation Generative Adversarial Networks

Table 2

Inception scores and human rank scores for the five GAN models on the CUB and Oxford datasets.

MetricDatasetGAN-INT-CLSGAWWNStackGAN++AttnGANACGAN

Inception scoreCUB2.88  0.043.62  0.074.05  0.054.36  0.034.48  0.05
Oxford2.66  0.033.74  0.033.98  0.05

Human rankCUB2.81  0.031.99  0.041.37  0.021.25  0.031.17  0.02
Oxford1.87  0.031.13  0.031.06  0.02