The study systematically evaluates composed image retrieval methods on remote sensing imagery, introduces the xView2-CIR dataset for change-centric disaster retrieval, and finds training-free methods provide strong baselines.
Laion-5b: An open large-scale dataset for training next generation image-text models
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Benchmarking Composed Image Retrieval for Applied Earth Observation
The study systematically evaluates composed image retrieval methods on remote sensing imagery, introduces the xView2-CIR dataset for change-centric disaster retrieval, and finds training-free methods provide strong baselines.