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Home/Authors/Rashid Mushkani

Rashid Mushkani

1 indexed paper

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26

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Vision×1AI×1

Research Timeline

2026
Benchmarks for Vision-Language Models in Urban Perception Should Be Reliability-Aware and Negotiated

The paper argues that benchmarking Vision-Language Models (VLMs) for urban perception must treat human disagreement and non-response as key measurement outcomes, rather than assuming perfect consensus.

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Papers

cs.CVcs.AIRecentMay 30, 2026

Benchmarks for Vision-Language Models in Urban Perception Should Be Reliability-Aware and Negotiated

Rashid Mushkani

The paper argues that benchmarking Vision-Language Models (VLMs) for urban perception must treat human disagreement and non-response as key measurement outcomes, rather than assuming perfect consensus…

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