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Forget messy SDFs and post-hoc hacks: PixARMesh directly generates artist-ready 3D scene meshes from a single image in one fell swoop.
DreamWorld achieves more world-consistent video generation by jointly modeling multiple heterogeneous dimensions of world knowledge, moving beyond surface-level plausibility.