Semantic Textual Similarity on STS13

Metric: Spearman Correlation (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Spearman Correlation▼	Extra Data	Paper	Date↕	Code
1	AnglE-LLaMA-7B	0.9058	No	AnglE-optimized Text Embeddings	2023-09-22	Code
2	AnglE-LLaMA-7B-v2	0.9056	No	AnglE-optimized Text Embeddings	2023-09-22	Code
3	PromptEOL+CSE+LLaMA-30B	0.9025	No	Scaling Sentence Embeddings with Large Language ...	2023-07-31	Code
4	PromptEOL+CSE+OPT-13B	0.9024	No	Scaling Sentence Embeddings with Large Language ...	2023-07-31	Code
5	PromptEOL+CSE+OPT-2.7B	0.8964	No	Scaling Sentence Embeddings with Large Language ...	2023-07-31	Code
6	PromCSE-RoBERTa-large (0.355B)	0.8897	No	Improved Universal Sentence Embeddings with Prom...	2022-03-14	Code
7	Trans-Encoder-BERT-large-bi (unsup.)	0.8851	Yes	Trans-Encoder: Unsupervised sentence-pair modell...	2021-09-27	Code
8	Trans-Encoder-BERT-large-cross (unsup.)	0.8831	Yes	Trans-Encoder: Unsupervised sentence-pair modell...	2021-09-27	Code
9	Trans-Encoder-RoBERTa-large-cross (unsup.)	0.8831	No	Trans-Encoder: Unsupervised sentence-pair modell...	2021-09-27	Code
10	SimCSE-RoBERTa-large	0.8727	No	SimCSE: Simple Contrastive Learning of Sentence ...	2021-04-18	Code
11	Trans-Encoder-BERT-base-cross (unsup.)	0.8559	No	Trans-Encoder: Unsupervised sentence-pair modell...	2021-09-27	Code
12	Trans-Encoder-BERT-base-bi (unsup.)	0.851	No	Trans-Encoder: Unsupervised sentence-pair modell...	2021-09-27	Code
13	DiffCSE-BERT-base	0.8443	No	DiffCSE: Difference-based Contrastive Learning f...	2022-04-21	Code
14	DiffCSE-RoBERTa-base	0.8343	No	DiffCSE: Difference-based Contrastive Learning f...	2022-04-21	Code
15	SimCSE-BERT-base	0.8241	No	SimCSE: Simple Contrastive Learning of Sentence ...	2021-04-18	Code
16	Mirror-RoBERTa-base (unsup.)	0.819	No	Fast, Effective, and Self-Supervised: Transformi...	2021-04-16	Code
17	SimCSE-RoBERTa-base	0.8136	No	SimCSE: Simple Contrastive Learning of Sentence ...	2021-04-18	Code
18	Dino (STSb/̄🦕)	0.8126	No	Generating Datasets with Pretrained Language Mod...	2021-04-15	Code
19	Mirror-BERT-base (unsup.)	0.796	No	Fast, Effective, and Self-Supervised: Transformi...	2021-04-16	Code
20	SBERT-NLI-large	0.7846	No	Sentence-BERT: Sentence Embeddings using Siamese...	2019-08-27	Code
21	BERTlarge-flow (target)	0.7339	No	On the Sentence Embeddings from Pre-trained Lang...	2020-11-02	Code
22	IS-BERT-NLI	0.6924	No	An Unsupervised Sentence Embedding Method by Mut...	2020-09-25	Code