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Medical Image Segmentation research benchmarks – Page 6 · SOTA2 Research

Medical Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CVC-ClinicDB FedPolyp

92.87Dice Score

21

Apr 6, 2026

COVID-19 CT (test)

75.1DSC

21

Jun 2, 2026

45.04Dice Score

21

Feb 26, 2026

BUSI, ISIC-2017, ISIC-2018, Kvasir-SEG, GLAS

88DSC

20

Jun 2, 2026

Abd-CT (Setting 1)

91.4Liver Score

20

Jun 16, 2026

MRI (47 anatomical and pathological targets) SAMRI Performance Evaluation (test)

98Dice Score

20

May 19, 2026

Average (CHSF, MATAR, ISLES, JHU) T0 (test)

76Dice Score

20

Apr 2, 2026

PROMISE12 (test)

88.74Dice

20

Jun 23, 2026

Abdominal MRI-CT

83.15Dice

20

Feb 26, 2026

Abdominal CT-MRI

0.886Dice Score

20

Feb 26, 2026

MSCMRseg LGE MRI (test)

94.4Dice (LV)

20

Feb 26, 2026

84.7Dice

20

Apr 9, 2026

nnU-Net ResEnc L

81.2Dice Score (Average)

20

Mar 31, 2026

DIANE N=18 (train)

90.2Mean Dice

19

Jun 23, 2026

Spleen (N=34) (train)

97.5Mean Dice

19

Jun 23, 2026

FeTA (N=39) (train)

75.3Mean Dice

19

Jun 23, 2026

BraTS (N=387) (train)

86.4Mean Dice Score

19

Jun 23, 2026

LiTS folds 1-4 (dev)

81.73DSC

19

May 1, 2026

KiTS23 folds 1-4 (dev)

88.2DSC

19

May 1, 2026

AMOS folds 1-4 22 (dev)

89.58DSC

19

May 1, 2026

ACDC folds 1-4 (dev)

92.65DSC

19

May 1, 2026

GlaS 2017 (test)

Fully-Supervised

89.97Dice Coefficient

19

Apr 13, 2026

85.21Dice Coefficient

19

Jun 16, 2026

0.96Dice

19

May 19, 2026

81.86DSC (%)

19

Feb 26, 2026

Page 6 of 34

Popular datasets

ACDC BraTS MSD Amos ISIC

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