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Crack Segmentation research benchmarks – Page 2 · SOTA2 Research

Crack Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CrackLS315B to CRACK500 (test)

41.1mIoU

5

Mar 17, 2026

96.3clDice

4

Jun 1, 2026

84.8mIoU

4

Jun 1, 2026

Aggregate Crack Segmentation Datasets Average of 4

90.6clDice

4

Jun 1, 2026

91.3clDice

4

Jun 1, 2026

94.6Skeleton F1 (micro)

4

Jun 1, 2026

48.1mIoU

4

Feb 26, 2026

50.6mIoU

4

Feb 26, 2026

CrackLS315 (test)

32mIoU

4

Feb 26, 2026

CrackTree260 (test)

37.7mIoU

4

Feb 26, 2026

Page 2 of 2

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DeepCrack TUT LCSD CRACK500 CrackMap

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