Here are examples from our dataset comparing our best method (VGG Siamese) with previous approaches, using the log-likelihood measure (lower numbers are better). Please click the series to see the comparison details in a specific series.

Series Size: 
Visualization is usually clearer when studying groups of a particular size.

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Sort the visualizations below by the performance of a particular method.

Overall Performance (Average Log-Likelihood)