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Semantic Textual Similarity on STS-16

77.63Spearman Rho (x100)BERTlarge-flow (target)
36.44647.13857.8368.522Nov 2, 2020Oct 6, 2021Sep 10, 2022Aug 15, 2023Jul 19, 2024Jun 23, 2025May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
BERTlarge-flow (target)Backbone=BERT-large, Pooling Strategy=Last 2 layers average, Flow Training Source=Target dataset2020.1177.63
BERTbase-flow (target)Backbone=BERT-base, Pooling Strategy=Last 2 layers average, Flow Training Source=Target dataset2020.1175.37
BERTlarge-flow (NLI*)Backbone=BERT-large, Pooling Strategy=Last 2 layers average, Flow Training Source=NLI corpus2020.1174.47
MICBackbone=BERT, Dimension=7682026.0572.18
BERTbase-flow (NLI*)Backbone=BERT-base, Pooling Strategy=Last 2 layers average, Flow Training Source=NLI corpus2020.1171.84
MIPICBackbone=BERT, Dimension=7682026.0471.56
BERTlarge-last2avgBackbone=BERT-large, Pooling Strategy=Last 2 layers average2020.1170.32
BERTbase-last2avgBackbone=BERT-base, Pooling Strategy=Last 2 layers average2020.1169.81
MICBackbone=TinyBERT 6L, Dimension=7682026.0569.47
BERTbaseBackbone=BERT-base, Pooling Strategy=Last layer average2020.1165.19
MICBackbone=BERT, Dimension=162026.0563.76
Avg. GloVe embeddingsBackbone=GloVe, Pooling Strategy=Average2020.1163.66
BERTlargeBackbone=BERT-large, Pooling Strategy=Last layer average2020.1161.63
Avg. BERT embeddingsBackbone=BERT, Pooling Strategy=Average2020.1161.06
MICBackbone=TinyBERT 6L, Dimension=162026.0560.64
BERT CLS-vectorBackbone=BERT, Pooling Strategy=[CLS]2020.1138.03