On Nov 11, EarthRecord: From Pixels to Land Change with Multimodal Agents over Four Decades of Satellite Imagery.
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EarthRecord: From Pixels to Land Change with Multimodal Agents over Four Decades of Satellite Imagery
Posted on arXiv on Nov 11, 2026 (source: arxiv.org).
An arXiv cs.AI paper introduces EarthRecord, a benchmark for whether multimodal agents can turn decades of satellite imagery into reliable land-change analysis. The authors say existing evaluations often use curated images or preprocessed inputs and leave out the raw observational work Earth observation requires.
Source: arXiv cs.AI
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