GeoContext: One Context Ladder, Two Failure Modes in Vision-Language Geolocation: Flat Reliance on User-Provided Location Context and False Confirmation of Location Claims

arXiv:2609.05761 · cs.CV, cs.AI · Submitted 2026-09-04 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-04

Updated: 2026-09-04

Comments: Code and data: https://github.com/Yifan1209/geocontext

Code: https://github.com/Yifan1209/geocontext

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Accuracy — 3× in this paper · explained in 1 episode
• Benchmark — 3× in this paper · explained in 2 episodes
• Failure Modes — 1× in this paper · explained in 3 episodes
• Verification — 1× in this paper · explained in 2 episodes

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