Unverified50% confidencePredictionExact time
In the future, Coarse3D technology may be extended to more complex scenes and dynamic object generation.
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50%
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Long-term
Relevance
11/2/2026
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UnverifiedNative 3D diffusion methods offer superior geometric fidelity and cross-view consistency, but their bottleneck lies in the scarcity of large-scale 3D scene datasets.75% similarUnverifiedFuture 3D generation evaluation will increasingly emphasize whether assets can actually be used, rather than remaining at the level of visual appearance alone.74% similarUnverifiedCurrent 3D generation technology still has a significant gap compared to professional hand-crafted assets in terms of geometric accuracy, texture detail, and topological rationality.74% similarUnverifiedC3D（2015年）将 2D 卷积扩展为 3D 卷积在时空立方体上学习特征，I3D 通过膨胀预训练 ImageNet 权重实现迁移学习72% similarUnverifiedThe paper's experiments show that Coarse3D leads by a large margin in sparse structure generation quality and can consistently enhance the final 3D generation result, achieving state-of-the-art performance.72% similar
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