Wynne Hsu
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2026
HoloGeo: Mitigating Landmark Bias in Geo-localization via Evidence-Driven Reasoning
This paper introduces HoloGeo, an evidence-driven reasoning framework to mitigate landmark bias in Vision-Language Models, and establishes metrics and a benchmark to evaluate its effectiveness.
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Papers
cs.CVEmpiricalRecentJul 16, 2026
HoloGeo: Mitigating Landmark Bias in Geo-localization via Evidence-Driven Reasoning
Pengcheng Zhou, Xuanyu Liu, Yanchen Yin, Bobo Li +3 more
This paper introduces HoloGeo, an evidence-driven reasoning framework to mitigate landmark bias in Vision-Language Models, and establishes metrics and a benchmark to evaluate its effectiveness.
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