09:00
2026-09-22
dev.to
large-language-models
How LLM Evaluation Actually Works: Inside the Satellite Geo QCM Leaderboard
A developer detailed how the Satellite Geo QCM benchmark evaluates vision-language models through fixed four-choice geolocation prompts, deterministic scoring with no LLM judge, per-difficulty rubrics…