NavTrust: Benchmarking Trustworthiness for Embodied Navigation | ScienceToStartup | ScienceToStartup

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References (39)

[1]

WMNav: Integrating Vision-Language Models into World Models for Object Goal Navigation

2025Dujun Nie, Xianda Guo et al.

[2]

On the robustness of multimodal language model towards distractions

2025Ming Liu, Hao Chen et al.

[3]

EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents

Founder's Pitch

"NavTrust benchmarks and improves the trustworthiness of embodied navigation agents by evaluating their robustness to real-world corruptions and developing mitigation strategies."

Embodied AI•Score: 7•View PDF ↗

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NavTrust: Benchmarking Trustworthiness for Embodied Navigation

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References (39)

Founder's Pitch

"NavTrust benchmarks and improves the trustworthiness of embodied navigation agents by evaluating their robustness to real-world corruptions and developing mitigation strategies."

Commercial Viability Breakdown

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Why It Matters

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Disruption

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NavTrust: Benchmarking Trustworthiness for Embodied Navigation

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Startup Essentials

References (39)

Founder's Pitch

"NavTrust benchmarks and improves the trustworthiness of embodied navigation agents by evaluating their robustness to real-world corruptions and developing mitigation strategies."

Commercial Viability Breakdown

Related Papers

Related Resources