An MLLM-driven pipeline that composes 3D scenes from assets, optimizes them with multi-view VLM feedback, and renders videos, yielding synthetic data that modestly improves several 2D, 3D, and 4D generative baselines.
Claude 4 sonnet, 2025
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Follow-Your-Instruction: A Comprehensive MLLM Agent for World Data Synthesis
An MLLM-driven pipeline that composes 3D scenes from assets, optimizes them with multi-view VLM feedback, and renders videos, yielding synthetic data that modestly improves several 2D, 3D, and 4D generative baselines.