An Unsupervised Sentence Embedding Method by Mutual Information Maximization

Benchmark Model Rank Results
semantic-textual-similarity-on-sickIS-BERT-NLI#22Spearman Correlation: 0.6425
semantic-textual-similarity-on-sts-benchmarkIS-BERT-NLI#54Spearman Correlation: 0.6921
semantic-textual-similarity-on-sts12IS-BERT-NLI#20Spearman Correlation: 0.5677
semantic-textual-similarity-on-sts13IS-BERT-NLI#22Spearman Correlation: 0.6924
semantic-textual-similarity-on-sts14IS-BERT-NLI#21Spearman Correlation: 0.6121
semantic-textual-similarity-on-sts15IS-BERT-NLI#19Spearman Correlation: 0.7523
semantic-textual-similarity-on-sts16IS-BERT-NLI#20Spearman Correlation: 0.7016