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  ## 1. Model Introduction
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- **Skywork-R1V3-38B** is the **latest and most powerful open-source multimodal reasoning model** in the Skywork series, pushing the boundaries of cross-modal and cross-disciplinary intelligence.
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  With elaborate RL algorithm in the post-training stage, R1V3 significantly enhances multimodal reasoning ablity and achieves **open-source state-of-the-art (SOTA)** performance across multiple benchmarks.
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  ### 🌟 Key Results
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  - **MMMU:** 76.0% β€” *Open-source SOTA, approaching human experts (76.2)*
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  - **EMMA-Mini(CoT):** 40.3 β€” *Best in open source*
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  - **Math Benchmarks:** MathVista (77.1), MathVerse (59.6), MathVision (52.6) β€” *Exceptional problem-solving*
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- ## 2. Evaluation
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  ---
 
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  ## 1. Model Introduction
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+ **Skywork-R1V3-38B** is the **latest and most powerful open-source multimodal reasoning model** in the Skywork series, pushing the boundaries of multimodal and cross-disciplinary intelligence.
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  With elaborate RL algorithm in the post-training stage, R1V3 significantly enhances multimodal reasoning ablity and achieves **open-source state-of-the-art (SOTA)** performance across multiple benchmarks.
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+ ## 2. Evaluation
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+
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  ### 🌟 Key Results
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  - **MMMU:** 76.0% β€” *Open-source SOTA, approaching human experts (76.2)*
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  - **EMMA-Mini(CoT):** 40.3 β€” *Best in open source*
 
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  - **Math Benchmarks:** MathVista (77.1), MathVerse (59.6), MathVision (52.6) β€” *Exceptional problem-solving*
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+ ![image/png](https://huggingface.co/Skywork/Skywork-R1V3-38B/tree/main/eval.png)
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  ---