Semantic Textual Similarity on MTEB

Metric: Spearman Correlation (higher is better)

LeaderboardDataset

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Results

#	Model↕	Spearman Correlation▼	Extra Data	Paper	Date↕	Code
1	AnglE-UAE	84.54	No	AnglE-optimized Text Embeddings	2023-09-22	Code
2	ST5-XXL	82.63	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
3	ST5-Large	81.83	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
4	ST5-XL	81.66	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
5	ST5-Base	81.14	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
6	MPNet-multilingual	80.73	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
7	SGPT-5.8B-nli	80.53	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
8	MPNet	80.28	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
9	MiniLM-L12	79.8	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
10	SimCSE-BERT-sup	79.12	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
11	MiniLM-L6	78.92	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
12	Ada Similarity	78.6	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
13	GTR-XXL	78.38	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
14	GTR-Large	78.19	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
15	SGPT-5.8B-msmarco	78.1	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
16	GTR-XL	77.8	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
17	SGPT-BLOOM-7.1B-msmarco	77.74	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
18	GTR-Base	77.07	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
19	SGPT-2.7B-msmarco	76.83	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
20	coCondenser-msmarco	76.47	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
21	SGPT-1.3B-msmarco	75.74	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
22	SGPT-125M-nli	74.71	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
23	SimCSE-BERT-unsup	74.33	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
24	SGPT-125M-msmarco	73.41	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
25	LaBSE	70.8	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
26	Komninos	62.47	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
27	Glove	61.85	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
28	SPECTER	61.02	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
29	LASER2	55.32	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
30	BERT	54.36	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code