PointCoT: A Multi-modal Benchmark for Explicit 3D Geometric Reasoning | ScienceToStartup | ScienceToStartup

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References (35)

[1]

Chain-of-Thought Compression Should Not Be Blind: V-Skip for Efficient Multimodal Reasoning via Dual-Path Anchoring

2026Dongxu Zhang, Yiding Sun et al.

[2]

IGASA: Integrated Geometry-Aware and Skip-Attention Modules for Enhanced Point Cloud Registration

2026Dongxu Zhang, Jihua Zhu et al.

[3]

HyperPoint: Multimodal 3D foundation model in hyperbolic space

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"Develop a benchmark and framework for explicit geometric reasoning in 3D data using multi-modal large language models."

3D Geometric Reasoning•Score: 5•View PDF ↗

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PointCoT: A Multi-modal Benchmark for Explicit 3D Geometric Reasoning

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References (35)

Founder's Pitch

"Develop a benchmark and framework for explicit geometric reasoning in 3D data using multi-modal large language models."

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PointCoT: A Multi-modal Benchmark for Explicit 3D Geometric Reasoning

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References (35)

Founder's Pitch

"Develop a benchmark and framework for explicit geometric reasoning in 3D data using multi-modal large language models."

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