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The Aggregate

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CHOICE — leaderboard

Remote-sensing vision-language benchmark for perception and reasoning over Earth-observation imagery across multiple task dimensions.

Source: rs-choice.github.io.

Interactive version: theaggregate.ai/benchmark?slug=choice · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.