Multimodal LLMs Struggle with Geo-Guessing Tasks

Recent tests reveal that multimodal LLMs like Fable 5 and Gemini Spark are easily misled by embedded location text, causing failures in geographic identification. Even with advanced tooling, their geo-guessing speed still falls short of human experts.

2026-08-04 ~ 2026-08-04 · 2 related posts

• Fable and Gemini Vision Models Misled by Place Names in Geo-Guessing Fail — HanchungLee · 2026-08-04
• Testing Multimodal LLMs on GeoGuessr: Impressive but Slower Than Humans — HanchungLee · 2026-08-04