Text Embedding on AfriMTEB Full benchmark leaderboard · SOTA2 Research

Text Embedding on AfriMTEB Full

85.8Btxt ScoremE5-large-instruct

Evaluation Results

Method	Links
mE5-large-instruct2025.10		85.8	49.8	61.9	28.6	63.8	61.9	74.1	64.8	61.3
AfriE5-large-instruct2025.10		85.5	49.7	62.9	29.8	67.9	64	75.4	63.7	62.4
mE5-large2025.10		79.7	43.3	45.3	27.7	64.3	65.2	69.2	62.5	57.2
gemini embedding 0012025.10		72.2	50	52.7	32.7	71.6	63.4	77.5	65	60.6
bge-m32025.10		70	40	47.3	26.8	66.4	66.8	70.2	58.7	55.8
gte-Qwen2-7B-instruct2025.10		52.7	41	56.6	25.1	58.1	58.8	60.3	54.9	50.9
KaLM2025.10		49.9	36.3	46.8	25.9	60	49.3	52.8	53.4	46.8
Qwen3-Embedding-8B2025.10		48.4	43.7	41.8	27.2	58.3	60	69.9	54.7	50.5
E5 mistral 7b instruct2025.10		46.4	41.9	58.5	26	58.7	64.1	57.3	61.3	51.8
SFR-Embedding-Mistral2025.10		46.3	42.5	58	26.2	58.9	63.8	58.1	62	52
GritLM-7B2025.10		45.2	43.4	54	26.6	59.6	65.4	61	59.1	51.8
Linq-Embed-Mistral2025.10		45.2	43.2	55.4	27.1	59.4	65.1	59.2	62.5	52.1
Qwen3-Embedding-4B2025.10		42.5	42.9	39.6	25.8	57.4	60.6	61.5	54.9	48.2
Qwen3-Embedding 0.6B2025.10		33.6	35.9	37.6	25.2	58	52.9	52	54.1	43.7
mmBERT-base2025.10		3	48.5	33.1	24.6	54.1	6.8	4.9	38	26.6