Text Embedding Evaluation on CMTEB
77.1Classification ScoreQwen3-Embedding-8B
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Qwen3-Embedding-8BParameter Scale=>300M parameters2026.06 | 77.1 | 79.9 | 84 | 68.2 | 78.1 | 63.4 | 73.9 | 75.1 | |
| harrier-oss-v1-0.6bParameter Scale=>300M parameters2026.06 | 75.4 | 64.7 | 71.2 | 65.6 | 71.3 | 50.1 | 65.7 | 66.4 | |
| bge-m3 (Dense)Parameter Scale=>300M parameters2026.06 | 74.3 | 53.6 | 68.2 | 62 | 55.7 | 50.8 | 59.5 | 60.8 | |
| embeddinggemma-300mParameter Scale=≤300M parameters2026.06 | 72.5 | 50.4 | 73.3 | 58.9 | 64.2 | 46.9 | 60 | 61 | |
| jina-embeddings-v5Parameter Scale=>300M parameters2026.06 | 72.3 | 50.2 | 66.9 | 60.6 | 68.6 | 52.5 | 62.1 | 61.8 | |
| SEA-LION-ModernBERT-Embedding-300MParameter Scale=≤300M parameters2026.06 | 71.3 | 51.2 | 65 | 56.3 | 59 | 46.4 | 57.6 | 58.2 | |
| SEA-LION-E5-Embedding-600MParameter Scale=>300M parameters2026.06 | 71 | 52.7 | 66.6 | 60.7 | 65 | 48.8 | 60.5 | 60.8 | |
| multilingual-e5-large-instructParameter Scale=>300M parameters2026.06 | 70.6 | 53.2 | 66.8 | 61.1 | 64.2 | 48.2 | 60.2 | 60.7 | |
| harrier-oss-v1-270mParameter Scale=≤300M parameters2026.06 | 69.6 | 49.4 | 60.6 | 62.1 | 58.9 | 40.3 | 56.1 | 56.8 |