Text Classification on MTEB

Metric: Accuracy (higher is better)

LeaderboardDataset

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Results

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	ST5-XXL	73.42	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
2	ST5-XL	72.84	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
3	ST5-Large	72.31	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
4	Ada Similarity	70.44	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
5	SGPT-5.8B-nli	70.14	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
6	ST5-Base	69.81	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
7	SGPT-5.8B-msmarco	68.13	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
8	MPNet-multilingual	67.91	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
9	GTR-XXL	67.41	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
10	SimCSE-BERT-sup	67.32	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
11	GTR-Large	67.14	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
12	SGPT-2.7B-msmarco	67.13	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
13	GTR-XL	67.11	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
14	Contriever	66.68	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
15	SGPT-1.3B-msmarco	66.52	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
16	SGPT-BLOOM-7.1B-msmarco	66.19	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
17	GTR-Base	65.25	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
18	MPNet	65.07	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
19	coCondenser-msmarco	64.71	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
20	MiniLM-L12-multilingual	64.3	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
21	MiniLM-L12	63.21	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
22	MiniLM-L6	63.06	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
23	LaBSE	62.71	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
24	SimCSE-BERT-unsup	62.5	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
25	BERT	61.66	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
26	SGPT-125M-nli	61.46	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
27	SGPT-125M-msmarco	60.72	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
28	Komninos	57.65	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
29	Glove	57.29	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
30	LASER2	53.65	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
31	SPECTER	52.37	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code