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Papers Benchmarks Datasets Tasks

EarthReason dataset and benchmarks · SOTA2 Research

Research Datasets

EarthReason

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Reasoning Segmentation

EarthReason (val)

76.35gIoU

47

Reasoning Segmentation

EarthReason (test)

76.86gIoU

28

Generalized Referring Expression Segmentation

EarthReason (test)

70.75gIoU

14

Geospatial region reasoning

EarthReason (test)

71.29Accuracy@0.5

13

Geospatial Reasoning

EarthReason (val)

69.96Accuracy@0.5

8

Popular tasks

Reasoning Segmentation Generalized Referring Expression Segmentation Geospatial Reasoning Geospatial region reasoning

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