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Clustering on MTEB Clustering v1 (test)

58.14TNG

text-embedding-ada-002

Updated 1mo ago

Evaluation Results

Method	Links
text-embedding-ada-002 2025.05		58.14	36.88	38.03	36.53	32.7	31.27	67.96	43.07
AngIE 2025.05		51.72	36.72	39.38	37.23	33.22	31.18	65.35	42.11
ModernBERTemb 2025.05		51.26	34.73	39.47	34.67	34.4	31.63	64.68	41.55
SBERTnew 2025.05		47.47	33.13	36.99	33.21	34.25	32.24	54.8	38.87
LDIR (with SBERTnew) 2025.05		40.43	37.86	38.07	33.32	37.63	35.63	52.54	39.36
CQG-MBQA 2025.05		40	28.22	34.88	31.13	31.02	28.71	54.4	35.48
LDIR (with AngIE) 2025.05		37.63	38.82	34.82	33.05	34.79	33.63	57.92	38.67
LDIR (with AngIE) 2025.05		36.93	40.6	34.27	31.61	33.62	32.84	58.88	38.39
QAEmb-MBQA 2025.05		36.72	25.68	24.66	21.16	25.53	22.85	46.57	29.02
LDIR (with SBERTnew) 2025.05		36.72	39.44	35.81	30.81	36.2	33.98	52.6	37.94
SimCSEsup 2025.05		34.86	29.45	30.15	24.67	26.25	24.12	47.74	31.03
LLM2Vec 2025.05		32.02	36.36	38.39	31.31	31.47	27.87	61.67	37.01
LDIR (with ModernBERTemb) 2025.05		30.18	37.36	28.4	23.53	32.42	29.27	52.77	33.42
LDIR (with ModernBERTemb) 2025.05		29.72	37.03	25.93	21.06	31.12	27.65	52.65	32.17
GloVe 2025.05		25.83	28.51	29.27	19.18	26.12	20.38	35.82	26.44
BERTbase 2025.05		23.35	26.55	30.12	24.77	26.09	23.6	43.32	28.26
SimCSEunsup 2025.05		23.21	28.5	24.9	19.55	23.6	21.97	45.14	26.7
Bag-of-Words (with BERT vocabulary) 2025.05		8.52	17.64	4.7	3.32	11.39	13.05	15.67	10.61