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Pinpoint: Grounded Worldwide Image Geolocation via Cross-Source Retrieval and Reranking

Pinpoint combines internet photos and street-view imagery in a retrieve-and-rerank pipeline to achieve state-of-the-art worldwide image geolocation without multimodal language models.

Nika Chuzhoy, Brian Hu, Amit A Arora, Jae Ro and 1 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 11 of 20 reviewers recommend it
lenient 5/5
medium 5/10
strict 1/5