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Papers Benchmarks Datasets Tasks

Medical Image Segmentation research benchmarks – Page 17 · SOTA2 Research

Medical Image Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

98.28DSC

10

Apr 15, 2026

97.96DSC

10

Apr 15, 2026

Prostate PROMISE12

97.88DSC

10

Apr 15, 2026

Chaksu Disc (test)

97.37DSC

10

Apr 15, 2026

AbdomenCT-1K (test)

Permutation-COMQ

93.615DSC

10

Apr 10, 2026

85.14mIoU

10

Mar 10, 2026

85.75mIoU

10

Mar 10, 2026

84.96mIoU

10

Mar 10, 2026

85.25mIoU

10

Mar 10, 2026

3DIRCADb CT (test)

0.972Dice Score (Liver)

10

Feb 26, 2026

99.8Coverage

10

Feb 26, 2026

99.8Coverage

10

Feb 26, 2026

Combined CT/MRI dataset (test)

E2E-UNSB+R2AUNet

78DSC

10

Feb 26, 2026

AVT (All dataset)

87.82DSC

10

Feb 26, 2026

AVT (K dataset)

86.55DSC (%)

10

Feb 26, 2026

AVT (R dataset)

83.01DSC (%)

10

Feb 26, 2026

AVT (D dataset)

93.96DSC

10

Feb 26, 2026

MSCMRseg 25 scribbles

92.1LV Segmentation Score

10

Feb 26, 2026

76.7IoU

10

Feb 26, 2026

88.55DSC

10

Feb 26, 2026

MSD Brain Tumour (test)

85.7Avg DSC

10

Feb 26, 2026

77.21IoU

10

Feb 26, 2026

82.9mIoU

10

Feb 26, 2026

MSD Decathlon (val)

97.22Task 3 Liver Organ DSC

10

Feb 26, 2026

LA (MRI) (test)

92.91DSC

10

Feb 26, 2026

Page 17 of 34

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