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Papers Benchmarks Datasets Tasks

Organ Segmentation research benchmarks · SOTA2 Research

Organ Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synapse multi-organ CT

95.77DSC (Spleen)

24

Mar 17, 2026

93.42Liver DSC (%)

22

Mar 13, 2026

86.18Overall DICE

20

Feb 26, 2026

88.54Mean DSC

14

May 13, 2026

95.02Mean DSC

14

May 13, 2026

JHH organ (7) (test)

89.1DSC

12

Feb 26, 2026

AutoPET 1.0 (20 Labeled Cases)

49.56Dice Coefficient

10

Jun 16, 2026

AutoPET 1.0 (10 Labeled Cases)

49.12Dice

10

Jun 16, 2026

AutoPET 5 Labeled Cases 1.0

46.93Dice

10

Jun 16, 2026

All 121 classes v1 (test)

90.49DSC

10

Feb 26, 2026

EsoTumor 1 class v1 (test)

87.62DSC

10

Feb 26, 2026

HNO 9 classes v1 (test)

84.95DSC

10

Feb 26, 2026

CHO 16 classes v1 (test)

84.48DSC

10

Feb 26, 2026

TotalSeg 103 classes v1 (test)

91.93DSC

10

Feb 26, 2026

97.7DSC Liv.

9

Feb 26, 2026

MICCAI Abdomen MRI 2022

77.04DSC

8

May 13, 2026

JHH gastro (test)

image-aware organ-specific heads

69.5DSC

8

Feb 26, 2026

Multi-organ Segmentation Datasets F, P1, P2, P3, P4

OF (Five organs)

1.35HD95 Liver (F)

8

Feb 26, 2026

UMD-PETCT (External Dataset)

0.261NSD (Liver)

6

Mar 13, 2026

91.05Avg DSC

6

Mar 13, 2026

MICCAI challenge 2015

89.2Brain Stem DSC

6

Feb 26, 2026

AutoPET Registrated CT

TotalSegmentator

88.71Avg DSC

4

Mar 13, 2026

JHH cardiac 4 (test)

image-aware organ-specific heads

63.6DSC

4

Feb 26, 2026

MICCAI head and neck challenge 2015 (test)

58Chiasm DSC

4

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Popular datasets

AutoPET FLARE Synapse WORD BTCV

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