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DeepSeek releases a visual primitive reasoning method, enhancing multimodal complex reasoning capabilities.

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PANews
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3 hours ago
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PANews April 30 news, according to a technical report released by DeepSeek, it proposes the "Visual Primitives" method, which addresses the Reference Gap issue in multimodal tasks by embedding basic visual units such as points and boxes into the reasoning chain. This method is based on the DeepSeek-V4-Flash architecture and achieves low image token consumption through compressed KV cache. In counting and spatial reasoning benchmark tests, its performance can be compared to GPT-5.4, Claude-Sonnet-4.6, and Gemini-3-Flash (limited to certain dimensions). The team stated that they will open-source part of the benchmarks and data, and the model weights will be released after integration.

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