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Geospatial Reasoning research benchmarks · SOTA2 Research

Geospatial Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GeoMMBench (val)

86.5Accuracy

39

Apr 13, 2026

EarthReason (val)

69.96Accuracy@0.5

8

May 7, 2026

IMAGEO-UPC (test)

23.933City Accuracy

8

May 4, 2026

87.4R@1

5

May 26, 2026

GeoQA (Easy Split)

97.6R@1

5

May 26, 2026

TerraBench TerraScope-Bench

68.9Accuracy

5

Mar 20, 2026

GeoMMBench (test)

88.4Accuracy

4

Apr 13, 2026

Landsat TerraScope-Bench

73.9Accuracy

3

Mar 20, 2026

Popular datasets

GeoQA GeoMMBench Landsat EarthReason TerraScope

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