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README.md
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* **多模态指令数据**：指令微调阶段，数据主要来自[LLava](https://github.com/haotian-liu/LLaVA), [LRV-Instruction](https://github.com/FuxiaoLiu/LRV-Instruction), [LLaVAR](https://github.com/SALT-NLP/LLaVAR),[LVIS-INSTRUCT4V](https://github.com/X2FD/LVIS-INSTRUCT4V)等开源项目，我们也对其中部分数据进行了翻译，在此真诚的感谢他们为开源所做出的贡献！
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### [MME Benchmark](https://github.com/BradyFU/Awesome-Multimodal-Large-Language-Models/tree/Evaluation)
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* **多模态指令数据**：指令微调阶段，数据主要来自[LLava](https://github.com/haotian-liu/LLaVA), [LRV-Instruction](https://github.com/FuxiaoLiu/LRV-Instruction), [LLaVAR](https://github.com/SALT-NLP/LLaVAR),[LVIS-INSTRUCT4V](https://github.com/X2FD/LVIS-INSTRUCT4V)等开源项目，我们也对其中部分数据进行了翻译，在此真诚的感谢他们为开源所做出的贡献！
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### [MME Benchmark](https://github.com/BradyFU/Awesome-Multimodal-Large-Language-Models/tree/Evaluation)
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| Category | Score |
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|------------------------|-------|
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| **Perception** | **1595.34** |
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| Existence | 190 |
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| Count | 150 |
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| Position | 130 |
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| Color | 175 |
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| Posters | 166.33|
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| Celebrity | 136.76|
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| Scene | 156.25|
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| Landmark | 174 |
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| Artwork | 139.5 |
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| OCR | 177.5 |
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| **Cognition** | **332.14** |
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| CommonsenseReasoning | 127.14|
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| Numerical calculation | 47.5 |
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| Text translation | 102.5 |
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| code_reasoning | 55 |
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