AnglE-optimized Text Embeddings

Benchmark Model Rank Results
semantic-textual-similarity-on-mtebAnglE-UAE#1Spearman Correlation: 84.54
semantic-textual-similarity-on-sts-benchmarkAnglE-LLaMA-13B#24Spearman Correlation: 0.8969
semantic-textual-similarity-on-sts-benchmarkAnglE-LLaMA-7B#27Spearman Correlation: 0.8897
semantic-textual-similarity-on-sts-benchmarkAnglE-LLaMA-7B-v2#28Spearman Correlation: 0.8897
semantic-textual-similarity-on-sts12AnglE-LLaMA-7B#5Spearman Correlation: 0.7868
semantic-textual-similarity-on-sts12AnglE-LLaMA-13B#6Spearman Correlation: 0.7868
semantic-textual-similarity-on-sts13AnglE-LLaMA-7B#1Spearman Correlation: 0.9058
semantic-textual-similarity-on-sts13AnglE-LLaMA-7B-v2#2Spearman Correlation: 0.9056
semantic-textual-similarity-on-sts14AnglE-LLaMA-13B#1Spearman Correlation: 0.8689
semantic-textual-similarity-on-sts14AnglE-LLaMA-7B-v2#3Spearman Correlation: 0.8579
semantic-textual-similarity-on-sts14AnglE-LLaMA-7B#4Spearman Correlation: 0.8549
semantic-textual-similarity-on-sts15AnglE-LLaMA-13B#2Spearman Correlation: 0.8956
semantic-textual-similarity-on-sts15AnglE-LLaMA-7B-v2#5Spearman Correlation: 0.8943
semantic-textual-similarity-on-sts16AnglE-LLaMA-7B-v2#1Spearman Correlation: 0.8700
semantic-textual-similarity-on-sts16AnglE-LLaMA-13B#2Spearman Correlation: 0.8700
semantic-textual-similarity-on-sts16AnglE-LLaMA-7B#3Spearman Correlation: 0.8691
sentiment-analysis-on-crAnglE-LLaMA-7B#1Accuracy: 93.54
sentiment-analysis-on-mrAnglE-LLaMA-7B#3Accuracy: 91.09