Text Embedding on MTEB English v2
74.6Mean Score
Qwen3-4B
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 74.6 | 89.8 | 57.5 | 50.8 | 68.5 | 88.7 | 34.4 | - | 87 | 68.1 | |
2025.12 | 74.55 | 89.83 | 57.5 | 50.32 | 68.15 | 88.72 | 35.37 | 87.37 | - | - | |
2025.12 | 74.3 | 90.53 | 58.56 | 50.15 | 66.68 | 87.64 | 36.77 | 87.04 | - | - | |
2025.12 | 73.67 | 91.68 | 68.54 | 50.05 | 59.63 | 84.2 | 33.19 | 83.75 | - | - | |
2025.12 | 73.65 | 88.72 | 58.9 | 48.19 | 61.82 | 84.22 | 37.47 | 85.97 | - | - | |
| 71.7 | 90.4 | 54.7 | 49.4 | 60.1 | 88.1 | 31.8 | - | 85 | 65.6 | ||
2026.02 | 71.3 | 90.5 | 58.1 | 47.4 | 58.5 | 84.8 | 31.2 | - | 86.6 | 65.3 | |
2025.12 | 71.29 | 90.5 | 58.12 | 47.42 | 58.45 | 84.82 | 31.21 | 86.63 | - | - | |
2026.02 | 71 | 89.7 | 53.5 | 49.2 | 58.8 | 88.3 | 31.9 | - | 84.7 | 65.2 | |
2026.02 | 70.5 | 84.6 | 54.1 | 48.2 | 61.8 | 86.6 | 33.4 | - | 84.4 | 64.7 | |
2026.02 | 69.7 | 87.6 | 56.6 | 47.4 | 55.7 | 83.6 | 37.6 | - | 87.3 | 65.1 | |
2026.02 | 69.63 | 87.28 | 59.02 | 49.73 | 55.72 | 82.17 | 36.44 | - | 83.85 | 64.89 | |
2026.02 | 69.36 | 87.65 | 59.23 | 49.09 | 55.99 | 80.9 | 35.7 | - | 82.31 | 64.41 | |
2026.02 | 69.1 | 87.28 | 59.05 | 49.46 | 55.03 | 81.1 | 35.29 | - | 82.69 | 64.27 | |
2025.12 | 67.62 | 80.66 | 54.21 | 48.56 | 55.18 | 83.41 | 36.65 | 85.76 | - | - | |
2025.12 | 67.33 | 79.13 | 48.9 | 48.68 | 57.98 | 81.44 | 34.31 | 85.82 | - | - | |
2026.01 | 67.2 | 85.84 | 53.54 | 49.25 | 50.25 | 82.51 | 33.94 | - | - | - | |
2026.02 | 67.2 | 86.15 | 55.33 | 46.95 | 53.21 | 79.69 | 33.99 | - | 82.06 | 62.48 | |
2026.02 | 67 | 72 | 51.8 | 46.2 | 59.8 | 86.6 | 33.4 | - | 84.4 | 62 | |
| 66.43 | - | - | - | - | - | - | - | - | - | ||
2026.01 | 66.41 | 87.52 | 48.16 | 48.22 | 52.43 | 81.04 | 32.73 | - | - | - | |
| 66.01 | - | - | - | - | - | - | - | - | - | ||
2026.02 | 65.94 | 86.01 | 54.68 | 45.81 | 50.6 | 78.34 | 31.7 | - | 81.2 | 61.19 | |
2026.02 | 65.7 | 85.8 | 47.4 | 47.9 | 54.3 | 85.8 | 32.9 | - | 84 | 62.6 | |
2026.02 | 65.62 | 86.15 | 55.05 | 45.55 | 51.24 | 76.37 | 34.29 | - | 78.59 | 61.03 | |
| 65.53 | 75.54 | 49.89 | 48.74 | 53.47 | 84.72 | 29.89 | 86.24 | - | - | ||
2026.02 | 65.5 | 75.5 | 49.9 | 48.7 | 53.5 | 84.7 | 29.9 | - | 86.2 | 61.2 | |
2026.02 | 65.09 | 74.1 | 45.5 | 48.04 | 56.2 | 85.9 | 32 | - | 83.1 | 60.68 | |
2026.01 | 64.86 | 86.21 | 47.78 | 46.92 | 49.42 | 79.58 | 31.37 | - | - | - | |
2026.01 | 64.77 | 75.47 | 48.2 | 47.84 | 53.29 | 83.27 | 32.9 | - | - | - | |
2025.12 | 64.62 | 77.56 | 47.46 | 47.29 | 53.48 | 81.35 | 32.49 | 85.06 | - | - | |
2026.01 | 64.08 | 74.97 | 48.47 | 47.9 | 52.21 | 81.56 | 33.25 | - | - | - | |
2026.01 | 63.9 | 75.04 | 47.74 | 47.17 | 51.9 | 82.17 | 30.9 | - | - | - | |
2026.01 | 63.77 | 77.17 | 46.53 | 46.25 | 46.86 | 86 | 32.95 | - | - | - | |
2026.02 | 63.6 | 73.4 | 44.4 | 47.5 | 58.6 | 78.1 | 33.8 | - | 83 | 59.8 | |
2026.02 | 63.3 | 73.9 | 46.9 | 47.7 | 52.3 | 81.6 | 26.2 | - | 83 | 58.8 | |
2026.01 | 63.06 | 81.01 | 46.21 | 46.07 | 48.06 | 80.3 | 25.13 | - | - | - | |
2026.01 | 62.84 | 70.71 | 47.2 | 49.1 | 56.43 | 78.12 | 29.31 | - | - | - | |
2026.01 | 62.79 | 76.44 | 45.23 | 45.72 | 49.31 | 80.67 | 32.34 | - | - | - | |
2026.01 | 62.67 | 75.48 | 45.2 | 45.13 | 49.67 | 80.64 | 34.26 | - | - | - | |
2026.01 | 62.32 | 79.63 | 48.3 | 47.63 | 41.37 | 81.35 | 34.07 | - | - | - | |
2026.01 | 62.2 | 75.71 | 47.55 | 46.01 | 47.97 | 78.7 | 28.56 | - | - | - | |
| 62.08 | 68.29 | 47.18 | 49.35 | 55.65 | 77.56 | 29.34 | - | - | - | ||
2026.01 | 62.04 | 69.59 | 45.7 | 44.71 | 59.04 | 75.42 | 20.38 | - | - | - | |
2026.01 | 61.8 | 79.66 | 47.89 | 47.56 | 39.69 | 81.2 | 34.97 | - | - | - | |
2026.01 | 61.79 | 75.2 | 43.77 | 44.86 | 47.7 | 80.7 | 33.38 | - | - | - | |
| 61.51 | 70.71 | 44.65 | 45.9 | 58.05 | 72.96 | 29.89 | - | - | - | ||
2026.01 | 61.15 | 77.67 | 46.26 | 46.69 | 40.15 | 81.81 | 30.83 | - | - | - | |
2025.07 | 60.5 | 71.7 | 44.4 | 46.5 | 47.7 | 78.3 | 30.9 | - | 82.4 | 57.4 | |
2025.07 | 60.4 | 72.2 | 41.9 | 46.4 | 50.1 | 77.7 | 20.4 | - | 83.3 | 56 | |
2026.01 | 59.76 | 72.06 | 39.95 | 46.98 | 46.38 | 80 | 27.15 | - | - | - | |
2025.07 | 59.5 | 70.8 | 42.5 | 45.7 | 47.2 | 77.1 | 28.6 | - | 82.7 | 56.4 | |
2025.07 | 59.4 | 69.9 | 41.8 | 45.6 | 48.4 | 77.2 | 22.6 | - | 82.6 | 55.5 | |
2025.07 | 58.6 | 69.1 | 41.5 | 45.5 | 47 | 76.5 | 23.5 | - | 82.2 | 55 | |
| 57.71 | 70.34 | 43.22 | 44.65 | 43.18 | 75.34 | 28.46 | - | - | - | ||
2025.07 | 57.7 | 68.6 | 41.5 | 44.7 | 45.7 | 74.9 | 22.6 | - | 80.2 | 54 | |
2025.07 | 57.2 | 68.3 | 41.5 | 44.3 | 42.9 | 76.1 | 22.5 | - | 81.1 | 53.8 | |
2025.07 | 57.1 | 67.5 | 41.3 | 44.7 | 43.9 | 75.3 | 25.2 | - | 80.4 | 54 | |
2025.07 | 56.1 | 66.6 | 40.1 | 43.3 | 43.1 | 74.2 | 21.7 | - | 79.3 | 52.6 | |
2025.07 | 56 | 67.2 | 40.4 | 43.1 | 41.2 | 74.8 | 23.1 | - | 80.5 | 52.9 | |
2025.07 | 55.5 | 66.5 | 39.8 | 42.8 | 40.8 | 74.1 | 24 | - | 80.7 | 52.7 | |
2025.07 | 55.2 | 67.3 | 39.3 | 43.5 | 40 | 74.2 | 19.4 | - | 78.9 | 51.8 | |
2025.07 | 54.2 | 64.2 | 39.6 | 42.6 | 39.7 | 73.2 | 19.9 | - | 77.1 | 50.9 | |
2025.07 | 54 | 64.7 | 39.6 | 41.7 | 38.1 | 73 | 21.6 | - | 79.4 | 51.1 | |
2025.07 | 53.9 | 64.9 | 37.8 | 43.5 | 38.4 | 73.2 | 21.4 | - | 79.8 | 51.3 | |
2025.07 | 52.3 | 63.3 | 39.1 | 42 | 35.6 | 71.6 | 16 | - | 74.8 | 48.9 | |
2025.07 | 52.1 | 64.6 | 37.4 | 41.9 | 33.3 | 71.9 | 20.6 | - | 78.1 | 49.7 | |
2025.07 | 51.8 | 61.7 | 39 | 41.5 | 34.7 | 70.8 | 19.3 | - | 77.8 | 49.2 |