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README.md
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| | CodeXEmbed-2B | CodeXEmbed-7B | Voyage-Code-002 | Voyage-Code-003 | BGE-Code-v1 |
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|---------------------------------------|---------------|---------------|-----------------|-----------------|-----------|
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| Apps | 76.86 | 85.38 | 26.52 | 93.62 | 98.08 |
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| CosQA | 40.47 | 42.47 | 29.79 | 34.45 | 46.72 |
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| Text2SQL | 78.42 | 78.94 | 69.26 | 62.87 | 64.35 |
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| CSN | 87.87 | 89.67 | 81.79 | 89.35 | 89.53 |
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| CSN-CCR | 97.66 | 97.95 | 73.45 | 90.05 | 98.30 |
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| CodeTrans-Contest | 90.30 | 94.45 | 72.77 | 94.96 | 94.38 |
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| CodeTrans-DL | 38.57 | 40.46 | 27.48 | 38.57 | 46.13 |
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| StackOverFlow-QA | 94.47 | 96.33 | 67.68 | 97.17 | 95.35 |
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| CodeFeedBack-ST | 86.36 | 87.53 | 65.35 | 90.67 | 90.56 |
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| CodeFeedBack-MT | 65.51 | 68.83 | 28.74 | 93.58 | 94.38 |
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| AVG | **75.65** | **78.20** | **56.26** | **78.53** | **81.77** |
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- CodedRAG
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| Voyage-Code-003 | 100.0 | 99.6 | 38.9 | 36.3 | 90.0 | 70.1 | **72.5** |
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| BGE-Code-v1 | 100.0 | 99.2 | 40.9 | 36.1 | 93.1 | 67.4 | **72.8** |
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###
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```python
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{
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primaryClass={cs.CL}
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}
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@misc{bge_embedding,
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title={C-Pack: Packaged Resources To Advance General Chinese Embedding},
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author={Shitao Xiao and Zheng Liu and Peitian Zhang and Niklas Muennighoff},
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| | CodeXEmbed-2B | CodeXEmbed-7B | Voyage-Code-002 | Voyage-Code-003 | BGE-Code-v1 |
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|---------------------------------------|---------------|---------------|-----------------|-----------------|-----------|
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| **Apps** | 76.86 | 85.38 | 26.52 | 93.62 | 98.08 |
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| **CosQA** | 40.47 | 42.47 | 29.79 | 34.45 | 46.72 |
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| **Text2SQL** | 78.42 | 78.94 | 69.26 | 62.87 | 64.35 |
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| **CSN** | 87.87 | 89.67 | 81.79 | 89.35 | 89.53 |
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| **CSN-CCR** | 97.66 | 97.95 | 73.45 | 90.05 | 98.30 |
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| **CodeTrans-Contest** | 90.30 | 94.45 | 72.77 | 94.96 | 94.38 |
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| **CodeTrans-DL** | 38.57 | 40.46 | 27.48 | 38.57 | 46.13 |
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| **StackOverFlow-QA** | 94.47 | 96.33 | 67.68 | 97.17 | 95.35 |
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| **CodeFeedBack-ST** | 86.36 | 87.53 | 65.35 | 90.67 | 90.56 |
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| **CodeFeedBack-MT** | 65.51 | 68.83 | 28.74 | 93.58 | 94.38 |
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| **AVG** | **75.65** | **78.20** | **56.26** | **78.53** | **81.77** |
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- CodedRAG
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| Voyage-Code-003 | 100.0 | 99.6 | 38.9 | 36.3 | 90.0 | 70.1 | **72.5** |
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| BGE-Code-v1 | 100.0 | 99.2 | 40.9 | 36.1 | 93.1 | 67.4 | **72.8** |
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### Instructions for Evaluation
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```python
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{
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primaryClass={cs.CL}
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}
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@misc{bge_embedding,
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title={C-Pack: Packaged Resources To Advance General Chinese Embedding},
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author={Shitao Xiao and Zheng Liu and Peitian Zhang and Niklas Muennighoff},
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