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README.md
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#### Information Retrieval
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| Model |
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| BAAI/bge-m3 |
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| Snowflake/snowflake-arctic-embed-l-v2.0 |
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| intfloat/multilingual-e5-large |
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| intfloat/multilingual-e5-base |
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| **dragonkue/multilingual-e5-small-ko** |
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| intfloat/multilingual-e5-small |
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| ibm-granite/granite-embedding-278m-multilingual |
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| ibm-granite/granite-embedding-107m-multilingual |
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| sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 |
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#### Performance Comparison by Model Size (Based on Average NDCG@10)
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<img src="https://cdn-uploads.huggingface.co/production/uploads/642b0c2fecec03b4464a1d9b/
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#### Information Retrieval
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| Model | Size(M) | Average | XPQARetrieval | PublicHealthQA | MIRACLRetrieval | Ko-StrategyQA | BelebeleRetrieval | AutoRAGRetrieval | MrTidyRetrieval |
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| BAAI/bge-m3 | 560 | 0.724169 | 0.36075 | 0.80412 | 0.70146 | 0.79405 | 0.93164 | 0.83008 | 0.64708 |
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| Snowflake/snowflake-arctic-embed-l-v2.0 | 560 | 0.724104 | 0.43018 | 0.81679 | 0.66077 | 0.80455 | 0.9271 | 0.83863 | 0.59071 |
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| intfloat/multilingual-e5-large | 560 | 0.721607 | 0.3571 | 0.82534 | 0.66486 | 0.80348 | 0.94499 | 0.81337 | 0.64211 |
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| intfloat/multilingual-e5-base | 278 | 0.689429 | 0.3607 | 0.77203 | 0.6227 | 0.76355 | 0.92868 | 0.79752 | 0.58082 |
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| **dragonkue/multilingual-e5-small-ko** | 118 | 0.688819 | 0.34871 | 0.79729 | 0.61113 | 0.76173 | 0.9297 | 0.86184 | 0.51133 |
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| intfloat/multilingual-e5-small | 118 | 0.670906 | 0.33003 | 0.73668 | 0.61238 | 0.75157 | 0.90531 | 0.80068 | 0.55969 |
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| ibm-granite/granite-embedding-278m-multilingual | 278 | 0.616466 | 0.23058 | 0.77668 | 0.59216 | 0.71762 | 0.83231 | 0.70226 | 0.46365 |
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| ibm-granite/granite-embedding-107m-multilingual | 107 | 0.599759 | 0.23058 | 0.73209 | 0.58413 | 0.70531 | 0.82063 | 0.68243 | 0.44314 |
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| sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 | 118 | 0.409766 | 0.21345 | 0.67409 | 0.25676 | 0.45903 | 0.71491 | 0.42296 | 0.12716 |
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#### Performance Comparison by Model Size (Based on Average NDCG@10)
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<img src="https://cdn-uploads.huggingface.co/production/uploads/642b0c2fecec03b4464a1d9b/OXURdaNEEDAtQLR6Tdp3d.png" width="1000"/>
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