Benchmarks
----------

Benchmark results on the *SearchSnippets* dataset.
Sixteen models were trained with varying iterations (10-2000) using default parameters and 8 topics.
Metrics calculated: semantic coherence (``u_mass``) and perplexity.

.. image:: _static/perplexity.svg
   :alt: Perplexity

.. image:: _static/coherence.svg
   :alt: Semantic topic coherence