Semantic Textual Similarity on SICK

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	PromCSE-RoBERTa-large (0.355B)	0.8243	No	Improved Universal Sentence Embeddings with Prom...	2022-03-14	Code
2	PromptEOL+CSE+LLaMA-30B	0.8238	No	Scaling Sentence Embeddings with Large Language ...	2023-07-31	Code
3	PromptEOL+CSE+OPT-13B	0.8206	No	Scaling Sentence Embeddings with Large Language ...	2023-07-31	Code
4	SimCSE-RoBERTalarge	0.8195	No	SimCSE: Simple Contrastive Learning of Sentence ...	2021-04-18	Code
5	PromptEOL+CSE+OPT-2.7B	0.8129	No	Scaling Sentence Embeddings with Large Language ...	2023-07-31	Code
6	SentenceBERT	0.7462	Yes	Sentence-BERT: Sentence Embeddings using Siamese...	2019-08-27	Code
7	SRoBERTa-NLI-base	0.7446	No	Sentence-BERT: Sentence Embeddings using Siamese...	2019-08-27	Code
8	SRoBERTa-NLI-large	0.7429	No	Sentence-BERT: Sentence Embeddings using Siamese...	2019-08-27	Code
9	Dino (STS/̄🦕)	0.7426	No	Generating Datasets with Pretrained Language Mod...	2021-04-15	Code
10	SBERT-NLI-large	0.7375	No	Sentence-BERT: Sentence Embeddings using Siamese...	2019-08-27	Code
11	SBERT-NLI-base	0.7291	No	Sentence-BERT: Sentence Embeddings using Siamese...	2019-08-27	Code
12	Trans-Encoder-BERT-base-bi (unsup.)	0.7276	No	Trans-Encoder: Unsupervised sentence-pair modell...	2021-09-27	Code
13	Trans-Encoder-BERT-large-cross (unsup.)	0.7192	No	Trans-Encoder: Unsupervised sentence-pair modell...	2021-09-27	Code
14	Trans-Encoder-RoBERTa-large-cross (unsup.)	0.7163	No	Trans-Encoder: Unsupervised sentence-pair modell...	2021-09-27	Code
15	Trans-Encoder-BERT-large-bi (unsup.)	0.7133	No	Trans-Encoder: Unsupervised sentence-pair modell...	2021-09-27	Code
16	Mirror-RoBERTa-base (unsup.)	0.706	No	Fast, Effective, and Self-Supervised: Transformi...	2021-04-16	Code
17	Mirror-BERT-base (unsup.)	0.703	No	Fast, Effective, and Self-Supervised: Transformi...	2021-04-16	Code
18	Trans-Encoder-BERT-base-cross (unsup.)	0.6952	No	Trans-Encoder: Unsupervised sentence-pair modell...	2021-09-27	Code
19	Dino (STSb/̄🦕)	0.6809	No	Generating Datasets with Pretrained Language Mod...	2021-04-15	Code
20	Rematch	0.6772	No	Rematch: Robust and Efficient Matching of Local ...	2024-04-02	Code
21	BERTbase-flow (NLI)	0.6544	No	On the Sentence Embeddings from Pre-trained Lang...	2020-11-02	Code
22	IS-BERT-NLI	0.6425	No	An Unsupervised Sentence Embedding Method by Mut...	2020-09-25	Code