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Semantic Textual Similarity on STS-13

76.52Spearman's RhoMIC
28.149640.707353.26565.8227Nov 2, 2020Oct 6, 2021Sep 10, 2022Aug 15, 2023Jul 19, 2024Jun 23, 2025May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MICBackbone=BERT, Dimension=7682026.0576.52
MIPICBackbone=BERT, Dimension=7682026.0473.49
BERTlarge-flow (target)Backbone=BERT-large, Pooling Strategy=Last 2 layers average, Flow Training Source=Target dataset2020.1173.39
BERTbase-flow (target)Backbone=BERT-base, Pooling Strategy=Last 2 layers average, Flow Training Source=Target dataset2020.1172.14
MICBackbone=TinyBERT 6L, Dimension=7682026.0571.59
Avg. GloVe embeddingsBackbone=GloVe, Pooling Strategy=Average2020.1170.66
BERTlarge-flow (NLI*)Backbone=BERT-large, Pooling Strategy=Last 2 layers average, Flow Training Source=NLI corpus2020.1166.05
MICBackbone=BERT, Dimension=162026.0565.31
BERTbase-flow (NLI*)Backbone=BERT-base, Pooling Strategy=Last 2 layers average, Flow Training Source=NLI corpus2020.1164.69
MICBackbone=TinyBERT 6L, Dimension=162026.0563.81
BERTbase-last2avgBackbone=BERT-base, Pooling Strategy=Last 2 layers average2020.1161.95
BERTlarge-last2avgBackbone=BERT-large, Pooling Strategy=Last 2 layers average2020.1161.37
Avg. BERT embeddingsBackbone=BERT, Pooling Strategy=Average2020.1157.98
BERTbaseBackbone=BERT-base, Pooling Strategy=Last layer average2020.1155.92
BERTlargeBackbone=BERT-large, Pooling Strategy=Last layer average2020.1153.32
BERT CLS-vectorBackbone=BERT, Pooling Strategy=[CLS]2020.1130.01