Multilingual Text Embedding on SEA Languages and Portuguese Benchmark (test)
84.26Weighted Average ScoreCompass-Embedding v4
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Compass-Embedding v4Size (B)=42025.12 | 84.26 | 85.12 | 79.06 | 96.19 | 67.39 | |
| BGE-Multilingual-Gemma2Size (B)=92025.12 | 83.16 | 85.9 | 74.59 | 96.49 | 67.4 | |
| Qwen3-Embedding-4BSize (B)=42025.12 | 82.89 | 84.17 | 76.41 | 95.61 | 67.21 | |
| F2LLM-4BSize (B)=42025.12 | 80.03 | 80.2 | 75.49 | 93.21 | 60.04 | |
| Compass-Embedding v3Size (B)=72025.12 | 78.31 | 80.16 | 70.75 | 91.43 | 63.27 | |
| Multilingual-E5-Large-InstructSize (B)=0.562025.12 | 77.95 | 81.67 | 65.61 | 96.52 | 58.27 | |
| Text-Embedding-3-Large2025.12 | 76.24 | 80.19 | 64.86 | 93.06 | 56.3 | |
| KaLM-Multilingual-Mini-Instruct-v2.5Size (B)=0.52025.12 | 73.91 | 77.81 | 70.42 | 77.93 | 57.1 | |
| Text-Embedding-3-Small2025.12 | 66.53 | 72.12 | 58.01 | 73.42 | 54.9 |