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Papers Benchmarks Datasets Tasks

Road Extraction research benchmarks · SOTA2 Research

Road Extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

74.84mIoU

67

Apr 20, 2026

0.614mIoU

33

Apr 20, 2026

64.02mIoU

26

Apr 20, 2026

WHU-RuR+ (test)

81.18Precision

12

Feb 26, 2026

WHU-RuR+, DeepGlobe, and Massachusetts

0.773Avg F1

11

Feb 26, 2026

63.09A_IoU

10

Feb 26, 2026

20.3IoU

9

Feb 26, 2026

20.1mIoU

9

Feb 26, 2026

36.4mIoU

9

Feb 26, 2026

Shanghai (test)

image + GPS (w/ augment)

60IoU

8

Feb 26, 2026

Massachusetts roads (test)

91.87Breakeven Point

6

Feb 26, 2026

Porto (five-fold cross-validation)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

SpaceNet Massachusetts roads Shanghai Porto DeepGlobe

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