Text Clustering on MTEB

Metric: V-Measure (higher is better)

LeaderboardDataset

Loading chart...

Results

Sort:

#	Model↕	V-Measure▼	Extra Data	Paper	Date↕	Code
1	ST5-XXL	43.71	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
2	MPNet	43.69	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
3	GTR-XXL	42.42	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
4	MiniLM-L6	42.35	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
5	ST5-XL	42.34	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
6	MiniLM-L12	41.81	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
7	ST5-Large	41.65	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
8	GTR-Large	41.6	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
9	GTR-XL	41.51	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
10	Contriever	41.1	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
11	SGPT-5.8B-msmarco	40.35	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
12	ST5-Base	40.21	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
13	SGPT-1.3B-msmarco	39.92	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
14	SGPT-2.7B-msmarco	39.83	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
15	SGPT-BLOOM-7.1B-msmarco	38.93	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
16	GTR-Base	38.63	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
17	MPNet-multilingual	38.4	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
18	coCondenser-msmarco	37.64	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
19	Ada Similarity	37.52	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
20	MiniLM-L12-multilingual	37.14	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
21	SGPT-5.8B-nli	36.98	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
22	SGPT-125M-msmarco	35.79	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
23	SPECTER	34.06	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
24	SimCSE-BERT-sup	33.43	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
25	SGPT-125M-nli	30.95	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
26	BERT	30.12	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
27	LaBSE	29.55	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
28	SimCSE-BERT-unsup	29.04	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
29	Glove	27.73	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
30	Komninos	26.57	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code
31	LASER2	15.28	No	MTEB: Massive Text Embedding Benchmark	2022-10-13	Code

#1ST5-XXLSOTA
43.71
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#2MPNet
43.69
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#3GTR-XXL
42.42
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#4MiniLM-L6
42.35
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#5ST5-XL
42.34
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#6MiniLM-L12
41.81
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#7ST5-Large
41.65
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#8GTR-Large
41.6
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#9GTR-XL
41.51
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#10Contriever
41.1
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#11SGPT-5.8B-msmarco
40.35
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#12ST5-Base
40.21
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#13SGPT-1.3B-msmarco
39.92
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#14SGPT-2.7B-msmarco
39.83
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#15SGPT-BLOOM-7.1B-msmarco
38.93
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#16GTR-Base
38.63
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#17MPNet-multilingual
38.4
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#18coCondenser-msmarco
37.64
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#19Ada Similarity
37.52
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#20MiniLM-L12-multilingual
37.14
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#21SGPT-5.8B-nli
36.98
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#22SGPT-125M-msmarco
35.79
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#23SPECTER
34.06
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#24SimCSE-BERT-sup
33.43
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#25SGPT-125M-nli
30.95
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#26BERT
30.12
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#27LaBSE
29.55
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#28SimCSE-BERT-unsup
29.04
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#29Glove
27.73
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#30Komninos
26.57
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code
#31LASER2
15.28
V-Measure· 2022-10-13
MTEB: Massive Text Embedding Benchmark Code