SmartMage: Dynamic Modality Orchestration for 3D Understanding
August 4, 2026
SmartMage is a unified MLLM that dynamically selects relevant modalities for 3D scene understanding based on specific queries. This approach reduces semantic noise and computational waste compared to fixed-modality architectures.
HOW THIS AFFECTS YOU
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builderThis could lead to more efficient 3D reasoning agents with lower compute overhead.
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researcherThis introduces a new way to handle heterogeneous multimodal inputs.