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Papers Benchmarks Datasets Tasks

xBD dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

xBD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Per-pixel segmentation

xBD post-only

59.8Macro F1

1

Per-building classification

xBD to Galveston

93Overall Accuracy (OA)

1

Per-building classification

xBD

75Overall Accuracy (OA)

1

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Popular tasks

Damage Assessment Building Damage Assessment Per-building classification Aerial Goal Localization Building Damage Detection

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