Text Embedding on AfriMTEB Full
85.8Btxt ScoremE5-large-instruct
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| mE5-large-instructModel Size=<1B2025.10 | 85.8 | 49.8 | 61.9 | 28.6 | 63.8 | 61.9 | 74.1 | 64.8 | 61.3 | |
| AfriE5-large-instructModel Size=<1B2025.10 | 85.5 | 49.7 | 62.9 | 29.8 | 67.9 | 64 | 75.4 | 63.7 | 62.4 | |
| mE5-largeModel Size=<1B2025.10 | 79.7 | 43.3 | 45.3 | 27.7 | 64.3 | 65.2 | 69.2 | 62.5 | 57.2 | |
| gemini embedding 001Model Size=Undisclosed size2025.10 | 72.2 | 50 | 52.7 | 32.7 | 71.6 | 63.4 | 77.5 | 65 | 60.6 | |
| bge-m3Model Size=<1B2025.10 | 70 | 40 | 47.3 | 26.8 | 66.4 | 66.8 | 70.2 | 58.7 | 55.8 | |
| gte-Qwen2-7B-instructModel Size=≥ 7B2025.10 | 52.7 | 41 | 56.6 | 25.1 | 58.1 | 58.8 | 60.3 | 54.9 | 50.9 | |
| KaLMModel Size=<1B2025.10 | 49.9 | 36.3 | 46.8 | 25.9 | 60 | 49.3 | 52.8 | 53.4 | 46.8 | |
| Qwen3-Embedding-8BModel Size=≥ 7B2025.10 | 48.4 | 43.7 | 41.8 | 27.2 | 58.3 | 60 | 69.9 | 54.7 | 50.5 | |
| E5 mistral 7b instructModel Size=≥ 7B2025.10 | 46.4 | 41.9 | 58.5 | 26 | 58.7 | 64.1 | 57.3 | 61.3 | 51.8 | |
| SFR-Embedding-MistralModel Size=≥ 7B2025.10 | 46.3 | 42.5 | 58 | 26.2 | 58.9 | 63.8 | 58.1 | 62 | 52 | |
| GritLM-7BModel Size=≥ 7B2025.10 | 45.2 | 43.4 | 54 | 26.6 | 59.6 | 65.4 | 61 | 59.1 | 51.8 | |
| Linq-Embed-MistralModel Size=≥ 7B2025.10 | 45.2 | 43.2 | 55.4 | 27.1 | 59.4 | 65.1 | 59.2 | 62.5 | 52.1 | |
| Qwen3-Embedding-4BModel Size=≈ 4B2025.10 | 42.5 | 42.9 | 39.6 | 25.8 | 57.4 | 60.6 | 61.5 | 54.9 | 48.2 | |
| Qwen3-Embedding 0.6BModel Size=<1B2025.10 | 33.6 | 35.9 | 37.6 | 25.2 | 58 | 52.9 | 52 | 54.1 | 43.7 | |
| mmBERT-baseModel Size=<1B2025.10 | 3 | 48.5 | 33.1 | 24.6 | 54.1 | 6.8 | 4.9 | 38 | 26.6 |