Perhaps unsurprisingly, there is no meaningful difference in the quality of the labels produced from the four visualization techniques.
simple visualizations (word list and word cloud) support a quick, first-glance understanding of topics, while more complex visualizations (network graph) take longer but reveal relationships between words.