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Text Embedding on MTEB (test)

44.57Bioranking Score

Qwen3-Embedding-8B

Updated 4d ago

Evaluation Results

Method	Links
Qwen3-Embedding-8B 2026.02		44.57	40.56	63.4	78.61	41.39	76.3	95.82	88.46	93.59	89.71	62.82	97.46	58.86	89.96	72.97
VA (Qwen3-Embedding-8B) 2026.02		44.29	39.97	60.4	75.16	34.48	72.71	94.15	83.94	91	89.4	63.93	96.06	58.19	88.76	70.89
Qwen3-Embedding-0.6B 2026.02		39.98	36.76	51.2	70.65	36.06	70.65	93.32	84.69	91.23	85.19	59.77	97.48	54.22	86.78	68.43
VA (Qwen3-Embedding-0.6B) 2026.02		39.23	36.05	49.84	68.21	32.74	67.02	89.67	80.17	87.14	84.34	59.46	96.5	54.17	85.9	66.46
Llm2vec 2026.02		34.81	31.37	51.04	77.3	40.33	56.53	90.63	83.01	88.72	88.17	51.71	96.83	51.02	84.03	66.11
Finetune-MP 2026.02		34.41	31.19	36.69	71.47	35.56	48.81	88.19	77.71	82.83	85.77	50.55	92.28	47.87	74.6	61.28
Finetune-VA (Attention Only) 2026.02		34.12	31.02	39.64	70.53	31.12	51.75	88.57	77.63	82.56	85.37	47.24	90.07	48.2	79.7	61.25
VA (Llm2vec) 2026.02		33.87	30.73	47.82	74.95	29.51	56.98	88.48	81.12	87.07	83.32	52.75	97.07	52.31	83.02	64.21
Finetune-VA 2026.02		33.3	29.97	38.26	71.86	38.21	46.88	89.76	79.97	84.62	82.92	49.32	94.67	49.29	80.98	62.14
VA 2026.02		32.45	28.65	27.95	52.41	23.52	44.26	74.08	61.49	61.72	75.19	39.54	73.75	41.51	76.7	50.94