Text Embedding on CMedTEB
89.89MAP@10 (CMed v1)Conan-embedding-v1
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Conan-embedding-v1Params (Q/D)=326M / 326M2026.04 | 89.89 | 88.77 | 52.75 | 69.31 | 81.49 | 76.44 | |
| CARE-0.3B-8B†Params (Q/D)=305M / 8.19B, Asymmetric=true2026.04 | 88.34 | 88.86 | 56.75 | 73.67 | 87.07 | 78.94 | |
| gte-Qwen2-1.5B-instructParams (Q/D)=1.78B / 1.78B2026.04 | 87.68 | 87.15 | 55.39 | 72.35 | 85.5 | 77.61 | |
| stella-base-zh-v3-1792dParams (Q/D)=102M / 102M2026.04 | 87.16 | 88.28 | 53.31 | 69.56 | 80.52 | 75.77 | |
| gte-multilingual-baseParams (Q/D)=305M / 305M2026.04 | 86.21 | 86.37 | 53.37 | 69.38 | 82.36 | 75.54 | |
| CARE-0.3B-4B†Params (Q/D)=305M / 4.02B, Asymmetric=true2026.04 | 86.04 | 87.31 | 55.91 | 72.84 | 88.53 | 78.13 | |
| Qwen3-Embedding-0.6BParams (Q/D)=596M / 596M2026.04 | 85.58 | 86.09 | 54.42 | 70.94 | 80.42 | 75.49 | |
| gte-large-zhParams (Q/D)=326M / 326M2026.04 | 85.44 | 86.97 | 52.93 | 69.97 | 81.48 | 75.36 | |
| gte-base-zhParams (Q/D)=102M / 102M2026.04 | 85.31 | 86.44 | 52.62 | 69.35 | 79.73 | 74.69 | |
| bge-base-zh-v1.5Params (Q/D)=102M / 102M2026.04 | 83.37 | 83.31 | 49.16 | 66.73 | 76.24 | 71.76 | |
| bge-large-zh-v1.5Params (Q/D)=326M / 326M2026.04 | 83.23 | 85.15 | 50.32 | 67.55 | 78.95 | 73.04 | |
| bge-m3Params (Q/D)=568M / 568M2026.04 | 82.98 | 83.32 | 51.35 | 66.9 | 78.34 | 72.58 | |
| bge-small-zh-v1.5Params (Q/D)=24M / 24M2026.04 | 80.21 | 81.69 | 44.33 | 62.3 | 70.5 | 67.81 |