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@@ -2462,3 +2462,9 @@ Although INF-Retriever-v1 has been fine-tuned exclusively on English and Chinese
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  | [BGE-M3](https://huggingface.co/BAAI/bge-m3) | 51.31 | 69.7 | 63.52 | 59.65 | 64.33 | 64.68 | 65.4 | 61.14 | 66.04 | 69.02 | 66.3 | 60.86 | 62.36 | 60.18 | 53.88 | 50.2 | 52.53 | 55.53 | 51.89 | 51.78 | 55.81 | 51.46 | 57.06 | 53.14 | 54.75 | 55.28 | 54.53 | 49.05 | 42.31 | 49 | 53.05 | 39.29 | 26.95 | 20.11 | 20.2 | 41.64 | 55.18 | 47.34 | 41 | 44.93 | 59.03 | 47.87 | 44.7 | 43.81 | 49.52 | 42.12 | 47.45 | 47.09 | 48.14 | 48.31 | 52.92 | 40.23 | 45.76 | 41.44 |
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  | [BGE-Multilingual-Gemma2](https://huggingface.co/BAAI/bge-multilingual-gemma2) | 54.46 | 72.8 | 68.64 | **63.42** | **69.48** | **67.91** | **71.79** | **67.57** | **71.28** | **75.39** | **68.91** | **68.29** | **66.78** | **64.15** | 56.48 | 53.04 | **59.97** | **59.68** | **57.72** | **58.2** | **62.43** | **59.54** | **64.5** | **60** | **60.26** | 59.64 | **60.12** | 47.48 | **42.35** | 55.4 | **63.13** | **45.13** | 22.6 | 15.75 | 14.29 | 24 | 44.13 | 50.29 | 43.42 | 48.41 | 58.77 | **52.05** | **49.9** | 43.4 | **56.8** | **44.89** | 50.65 | **51.51** | 51.64 | 51.48 | 50.08 | 39.23 | 50.25 | **51.1** |
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  | **INF-Retriever-v1** | **54.47** | 73.52 | **69.45** | 63.13 | 61.58 | 66.8 | 69.29 | 63.03 | 69.74 | 69.02 | 68.63 | 63.45 | 64.44 | 62.74 | 57.6 | **56.46** | 58.48 | 53.7 | 55.2 | 57.08 | 53.27 | 57.35 | 55.64 | 58.85 | 59.52 | **60.01** | 58.79 | **57.03** | 41.82 | **55.46** | 57.6 | 43.25 | **34.76** | **21.75** | **21.87** | **51.38** | **59.72** | 52.7 | **49.78** | **49.11** | 43.62 | 51.47 | 49.52 | 40.43 | 54.54 | 38.57 | **51.06** | 51.12 | **53.15** | **51.88** | **59.44** | **44.13** | **50.71** | 44.2 |
 
 
 
 
 
 
 
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  | [BGE-M3](https://huggingface.co/BAAI/bge-m3) | 51.31 | 69.7 | 63.52 | 59.65 | 64.33 | 64.68 | 65.4 | 61.14 | 66.04 | 69.02 | 66.3 | 60.86 | 62.36 | 60.18 | 53.88 | 50.2 | 52.53 | 55.53 | 51.89 | 51.78 | 55.81 | 51.46 | 57.06 | 53.14 | 54.75 | 55.28 | 54.53 | 49.05 | 42.31 | 49 | 53.05 | 39.29 | 26.95 | 20.11 | 20.2 | 41.64 | 55.18 | 47.34 | 41 | 44.93 | 59.03 | 47.87 | 44.7 | 43.81 | 49.52 | 42.12 | 47.45 | 47.09 | 48.14 | 48.31 | 52.92 | 40.23 | 45.76 | 41.44 |
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  | [BGE-Multilingual-Gemma2](https://huggingface.co/BAAI/bge-multilingual-gemma2) | 54.46 | 72.8 | 68.64 | **63.42** | **69.48** | **67.91** | **71.79** | **67.57** | **71.28** | **75.39** | **68.91** | **68.29** | **66.78** | **64.15** | 56.48 | 53.04 | **59.97** | **59.68** | **57.72** | **58.2** | **62.43** | **59.54** | **64.5** | **60** | **60.26** | 59.64 | **60.12** | 47.48 | **42.35** | 55.4 | **63.13** | **45.13** | 22.6 | 15.75 | 14.29 | 24 | 44.13 | 50.29 | 43.42 | 48.41 | 58.77 | **52.05** | **49.9** | 43.4 | **56.8** | **44.89** | 50.65 | **51.51** | 51.64 | 51.48 | 50.08 | 39.23 | 50.25 | **51.1** |
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  | **INF-Retriever-v1** | **54.47** | 73.52 | **69.45** | 63.13 | 61.58 | 66.8 | 69.29 | 63.03 | 69.74 | 69.02 | 68.63 | 63.45 | 64.44 | 62.74 | 57.6 | **56.46** | 58.48 | 53.7 | 55.2 | 57.08 | 53.27 | 57.35 | 55.64 | 58.85 | 59.52 | **60.01** | 58.79 | **57.03** | 41.82 | **55.46** | 57.6 | 43.25 | **34.76** | **21.75** | **21.87** | **51.38** | **59.72** | 52.7 | **49.78** | **49.11** | 43.62 | 51.47 | 49.52 | 40.43 | 54.54 | 38.57 | **51.06** | 51.12 | **53.15** | **51.88** | **59.44** | **44.13** | **50.71** | 44.2 |
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+ ## Contributors
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+ ### Supervisors
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+ Wei Chu • Yinghui Xu • Yuan Qi
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+ ### INF memory team
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+ Junhan Yang ([email protected]) • Jiahe Wan • Yichen Yao ([email protected])