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Sync README and assets with InternScience/SGI-DeepResearch

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@@ -57,6 +57,8 @@ Welcome to the official repository for the SGI-Bench! 👏
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  Scientist-aligned benchmark for evaluating Scientific General Intelligence (SGI) across the full inquiry cycle: Deliberation, Conception, Action, and Perception. The benchmark spans 10 disciplines and more than 1,000 expert‑curated samples inspired by Science’s 125 Big Questions, with an agentic evaluation framework and multi‑metric protocol.
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  ## 🆕 Latest News
 
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  Scientist-aligned benchmark for evaluating Scientific General Intelligence (SGI) across the full inquiry cycle: Deliberation, Conception, Action, and Perception. The benchmark spans 10 disciplines and more than 1,000 expert‑curated samples inspired by Science’s 125 Big Questions, with an agentic evaluation framework and multi‑metric protocol.
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+ > The *Lite* subset is designed for fast evaluation.
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  ## 🆕 Latest News