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jina-reranker-v2-base-multilingual

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Transformers.js

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numb3r3 commited on 15 days ago

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@@ -150,8 +150,8 @@ Specifically, the `rerank()` function will split the documents into chunks of si
 We evaluated Jina Reranker v2 on multiple benchmarks to ensure top-tier performance and search relevance.
-|           Model Name          	| Model Size 	| MKQA(nDCG@10, 26 langs) 	| BEIR(nDCG@10, 17 datasets) 	| MLDR(recall@10, 13 langs) 	| CodeSearchNet (MRR@10, 3 tasks) 	| AirBench (nDCG@10, zh/en) 	| ToolBench (recall@3, 3 tasks) 	| TableSearch (recall@3) 	|
-|:-----------------------------:	|:----------:	|-------------------------	|----------------------------	|---------------------------	|---------------------------------	|---------------------------	|-------------------------------	|------------------------	|
 | jina-reranker-v2-multilingual 	|    278M    	|          54.83          	|            53.17           	|           68.95           	|              71.36              	|           60.95           	|             77.75             	|          93.31         	|
 |       bge-reranker-v2-m3      	|    568M    	|          54.17          	|            53.65           	|           59.73           	|              62.86              	|           61.28           	|             78.46             	|          74.86         	|
 |  mmarco-mMiniLMv2-L12-H384-v1 	|    118M    	|          53.37          	|            45.40           	|           28.91           	|              51.78              	|           56.46           	|             58.39             	|          53.60         	|

 We evaluated Jina Reranker v2 on multiple benchmarks to ensure top-tier performance and search relevance.
+|           Model Name            |   Model Size | MKQA(nDCG@10, 26 langs) 	| BEIR(nDCG@10, 17 datasets) 	| MLDR(recall@10, 13 langs) | CodeSearchNet (MRR@10, 3 tasks) 	| AirBench (nDCG@10, zh/en) 	| ToolBench (recall@3, 3 tasks) 	| TableSearch (recall@3) 	|
+| :-----------------------------: | :----------: | ------------------------- | ---------------------------- | --------------------------- | --------------------------------- | --------------------------- | ------------------------------- | ------------------------ |
 | jina-reranker-v2-multilingual 	|    278M    	|          54.83          	|            53.17           	|           68.95           	|              71.36              	|           60.95           	|             77.75             	|          93.31         	|
 |       bge-reranker-v2-m3      	|    568M    	|          54.17          	|            53.65           	|           59.73           	|              62.86              	|           61.28           	|             78.46             	|          74.86         	|
 |  mmarco-mMiniLMv2-L12-H384-v1 	|    118M    	|          53.37          	|            45.40           	|           28.91           	|              51.78              	|           56.46           	|             58.39             	|          53.60         	|