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@@ -77,7 +77,7 @@ These innovations lead to Broad Reasoning Generalization, allowing our RL-powere
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  # Visual-Language Models Benchmark Comparison
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- | Category | Benchmark | Metric | Skywork-38B | QVQ-72B | InternVL-78B | Qwen-72B | Claude 3.7 | GPT-4o |
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  |----------------|-------------------------|---------|------------:|--------:|-------------:|--------:|----------:|---------:|
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  | **General** | MMMU (val) | Acc. | 🏆 **76.0** | 70.3 | 72.2 | 70.3 | 75.0 | 70.7 |
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  | | EMMA (mini-cot) | Acc. | 40.3 | 32.0 | 38.3 | 39.3 | **56.5** | 36.0 |
@@ -86,7 +86,7 @@ These innovations lead to Broad Reasoning Generalization, allowing our RL-powere
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  | | MMstar | Acc. | 70.6 | 60.8 | **72.5** | 70.8 | 68.8 | 65.1 |
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  | | MMBench-en-1.1 | Acc. | 85.7 | 72.6* | 87.7 | **88.0** | 82.0 | 84.3 |
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  | | HallusionBench | Acc. | 🏆 **61.3** | 55.3* | 59.1 | 55.2 | 58.3 | 56.2 |
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- | **Mathematics**| MathVista (mini) | Acc. | 77.1 | 71.4 | **79.0** | 74.8 | 66.8 | 62.9 |
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  | | MathVerse (vision-only) | Acc. | 🏆 **59.6** | 45.1 | 51.0 | 57.6 | 49.9* | 49.9 |
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  | | MathVision | Acc. | 52.6 | 35.9 | 43.1 | 38.1 | 58.6 | 31.2 |
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  | | WeMath (strict) | Acc. |🏆 **56.5** | 37.7 | 46.1 | 50.6 | 48.9* | 50.6 |
 
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  # Visual-Language Models Benchmark Comparison
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+ | Category | Benchmark | Metric | Skywork-38B | QVQ-72B | InternVL-78B | QwenVL-72B | Claude 3.7 | GPT-4o |
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  |----------------|-------------------------|---------|------------:|--------:|-------------:|--------:|----------:|---------:|
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  | **General** | MMMU (val) | Acc. | 🏆 **76.0** | 70.3 | 72.2 | 70.3 | 75.0 | 70.7 |
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  | | EMMA (mini-cot) | Acc. | 40.3 | 32.0 | 38.3 | 39.3 | **56.5** | 36.0 |
 
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  | | MMstar | Acc. | 70.6 | 60.8 | **72.5** | 70.8 | 68.8 | 65.1 |
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  | | MMBench-en-1.1 | Acc. | 85.7 | 72.6* | 87.7 | **88.0** | 82.0 | 84.3 |
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  | | HallusionBench | Acc. | 🏆 **61.3** | 55.3* | 59.1 | 55.2 | 58.3 | 56.2 |
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+ | **Mathematics**| MathVista (mini) | Acc. | 🏆 **77.1** | 71.4 | 72.2 | 74.8 | 66.8 | 62.9 |
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  | | MathVerse (vision-only) | Acc. | 🏆 **59.6** | 45.1 | 51.0 | 57.6 | 49.9* | 49.9 |
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  | | MathVision | Acc. | 52.6 | 35.9 | 43.1 | 38.1 | 58.6 | 31.2 |
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  | | WeMath (strict) | Acc. |🏆 **56.5** | 37.7 | 46.1 | 50.6 | 48.9* | 50.6 |