Topo-R1: Detecting Topological Anomalies via Vision-Language Models | ScienceToStartup | ScienceToStartup

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References (96)

[1]

OpenAI GPT-5 System Card

2025Aaditya K. Singh, A. Fry et al.

[2]

SpatialThinker: Reinforcing 3D Reasoning in Multimodal LLMs via Spatial Rewards

2025Hunar Batra, Haoqin Tu et al.

[3]

ConnectomeBench: Can LLMs Proofread the Connectome?

Founder's Pitch

"Topo-R1 leverages Vision-Language Models to detect topological anomalies in structures without the need for ground-truth supervision."

Topological Anomaly Detection•Score: 8•View PDF ↗

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0-10 scale

High Potential

3/4 signals

7.5

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3/4 signals

7.5

Series A Potential

3/4 signals

7.5

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Topo-R1: Detecting Topological Anomalies via Vision-Language Models

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References (96)

Founder's Pitch

"Topo-R1 leverages Vision-Language Models to detect topological anomalies in structures without the need for ground-truth supervision."

Commercial Viability Breakdown

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Topo-R1: Detecting Topological Anomalies via Vision-Language Models

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References (96)

Founder's Pitch

"Topo-R1 leverages Vision-Language Models to detect topological anomalies in structures without the need for ground-truth supervision."

Commercial Viability Breakdown

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