DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings

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Benchmark Model Rank Results
semantic-textual-similarity-on-sts12DiffCSE-BERT-base#13Spearman Correlation: 0.7228
semantic-textual-similarity-on-sts12DiffCSE-RoBERTa-base#16Spearman Correlation: 0.7005
semantic-textual-similarity-on-sts13DiffCSE-BERT-base#13Spearman Correlation: 0.8443
semantic-textual-similarity-on-sts13DiffCSE-RoBERTa-base#14Spearman Correlation: 0.8343
semantic-textual-similarity-on-sts14DiffCSE-BERT-base#14Spearman Correlation: 0.7647
semantic-textual-similarity-on-sts14DiffCSE-RoBERTa-base#15Spearman Correlation: 0.7549
semantic-textual-similarity-on-sts15DiffCSE-BERT-base#13Spearman Correlation: 0.8390
semantic-textual-similarity-on-sts15DiffCSE-RoBERTa-base#14Spearman Correlation: 0.8281
semantic-textual-similarity-on-sts16DiffCSE-RoBERTa-base#13Spearman Correlation: 0.8212
semantic-textual-similarity-on-sts16DiffCSE-BERT-base#14Spearman Correlation: 0.8054

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