Fig. 3: Comparison of GO2Sum and the vanilla T5 on the UniProt Subunit structure paragraphs and Pathway paragraphs.
From: GO2Sum: generating human-readable functional summary of proteins from GO terms
a The average embedding score for Subunit structure paragraphs. GO2Sum outperforms vanilla T5 for 99.2% of cases. b The Sentence mover’s similarity for Subunit structure paragraphs. The number of wins for GO2Sum for SMS, WMS, and S + WMS is 95.3%, 96.4%, and 96.8%, respectively. c the average embedding score for Pathway paragraphs. GO2Sum outperforms vanilla T5 for 99.8% of cases. d The Sentence mover’s similarity for Pathway paragraphs. The number of wins for GO2Sum for SMS, WMS, and S + WMS was 99.5%, 99.3%, and 99.5%, respectively. e The cumulative distribution of the average embedding score for function, subunit, and pathway paragraphs.
