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ResearchFormerly WizWand

Liver Segmentation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

96.52Dice Score

37

Jun 16, 2026

LiTS (Liver Tumor Segmentation)

89.7Dice

29

Mar 19, 2026

MSD cross-domain (test)

76.7Dice Coefficient

22

Mar 19, 2026

TotalSegmentator

75.3Dice Coefficient

22

Mar 19, 2026

Multi-phasic MRI (test)

93.85DSC

16

Feb 26, 2026

CARE-LiSeg GED4 2025 (val)

0.973Dice

12

Feb 26, 2026

LiTS 2017 (test)

96.3Dice (Per Case)

12

Feb 26, 2026

CARE-LiSeg T1 In-Distribution (test)

96.08Dice

11

Apr 15, 2026

CARE Liver T1 In-Distribution 2025 (test)

96.08Dice Coefficient

10

Feb 26, 2026

96.07DPC

8

Feb 26, 2026

3.57VOE

8

Feb 26, 2026

CARE-LiSeg GED4 Out-Of-Distribution (test)

97.7Dice

6

Apr 15, 2026

CARE-LiSeg GED4 In-Distribution (test)

97.03Dice

6

Apr 15, 2026

CARE-LiSeg T1 2025 (val)

95.74Dice Coefficient

6

Feb 26, 2026

CARE-LiSeg GED4 vendor C (Out-Of-Distribution)

97.7Dice

5

Feb 26, 2026

CARE-LiSeg T1 Out-Of-Distribution (test)

97.16Dice Coefficient

5

Feb 26, 2026

CARE-LiSeg T1 Out-Of-Distribution vendor C (test)

97.16Dice

5

Feb 26, 2026

CARE Liver T2 In-Distribution 2025 (test)

88.9Dice Coefficient (%)

5

Feb 26, 2026

CARE Liver Out-Of-Distribution 2025 (test)

90.15Dice

5

Feb 26, 2026

CARE Liver T1, Out-Of-Distribution 2025 (test)

95.48Dice Coefficient

5

Feb 26, 2026

CARE Liver DWI In-Distribution 2025 (test)

83.74Dice Score

5

Feb 26, 2026

CARE Liver 2025 (test)

90.41Dice Coefficient

5

Feb 26, 2026

CHAOS T2w 2019 (test)

90.94DICE

5

Feb 26, 2026

CHAOS T1w 2019 (test)

0.94DICE

5

Feb 26, 2026

CHAOS CT 2019 (test)

97.06DICE

5

Feb 26, 2026