Semantic Reranking on Local Pool (300 JDs)
39.62Precision@10mira-embeddings-v1
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| mira-embeddings-v1Model=Proposed2026.04 | 39.62 | 34.81 | 31.92 | 29.33 | 26.19 | 24.33 | 22.33 | |
| Qwen3-4BModel=Qwen3-4B2026.04 | 39.23 | 34.62 | 31.03 | 27.6 | 25.58 | 23.24 | 22.02 | |
| Jina5Model=Jina52026.04 | 35.77 | 31.54 | 29.49 | 27.12 | 24.12 | 22.09 | 20.64 | |
| Jina v3Model=Jina v32026.04 | 35.77 | 32.12 | 28.59 | 25.96 | 23.96 | 21.96 | 20.53 | |
| GTE-LargeModel=GTE-Large2026.04 | 35.38 | 31.54 | 28.72 | 25.67 | 23.73 | 21.96 | 20.97 | |
| Jina4Model=Jina42026.04 | 35 | 30 | 28.97 | 27.69 | 24.96 | 22.67 | 21.03 | |
| SnowflakeModel=Snowflake2026.04 | 33.46 | 29.23 | 26.67 | 25.48 | 23.12 | 22.03 | 20.64 | |
| Qwen3-0.6BModel=Qwen3-0.6B2026.04 | 30.38 | 28.27 | 25.77 | 23.56 | 22.27 | 20.81 | 19.6 | |
| BGE-M3Model=BGE-M32026.04 | 26.54 | 23.08 | 20.77 | 20 | 19.04 | 18.12 | 17.24 |