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Papers Benchmarks Datasets Tasks

Anatomical Structure Segmentation research benchmarks · SOTA2 Research

Anatomical Structure Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Combined laparoscopic datasets (Dresden, CholecSeg8k, AutoLaparoT3, EndoScapes-CVS201, M2caiSeg) (test)

86.14P1

16

Feb 26, 2026

TotalSegmentator

25.2Dice Coefficient (1pt)

7

Feb 27, 2026

Brain MRI 32 anatomical structures (test)

94Dice

3

Jun 16, 2026

TotalSegmentator CT (val)

57.2Dice Score (Bones: Limbs/Shldr./Pelvis)

2

Apr 15, 2026

TotalSegmentator (test)

—

—Dice (1pt)

0

Feb 26, 2026

Popular datasets

TotalSegmentator Brain MRI Combined laparoscopic datasets (Dresden, CholecSeg8k, AutoLaparoT3, EndoScapes-CVS201, M2caiSeg)

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