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Papers Benchmarks Datasets Tasks

2D Segmentation research benchmarks · SOTA2 Research

2D Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

89.01Dice Coefficient

28

Apr 7, 2026

Cells in Microscopy

61.01F1 Score

14

Mar 5, 2026

Instruments in Endoscopy

67.33Dice Coefficient

14

Mar 5, 2026

Husky All Environments

COTRATE Zero-Shot

21.8mIoU

7

May 28, 2026

Spot All Environments

36.35mIoU

7

May 28, 2026

0.983Precision

6

Feb 26, 2026

TotalSegmentator Overall (standard split)

0.842DSC

5

May 22, 2026

TotalSegmentator Ribs group (standard split)

82DSC

5

May 22, 2026

TotalSegmentator Musculoskeletal group (standard split)

85.1DSC

5

May 22, 2026

TotalSegmentator Cardiac group (standard split)

83DSC

5

May 22, 2026

TotalSegmentator Vertebrae group (standard)

84.6DSC

5

May 22, 2026

TotalSegmentator Organs group (standard split)

84DSC

5

May 22, 2026

AMOS Right adrenal 22

73.8DSC

5

May 22, 2026

AMOS Pancreas 22

85.2DSC

5

May 22, 2026

AMOS Postcava 22

89.3DSC

5

May 22, 2026

95.3DSC

5

May 22, 2026

AMOS Stomach 22

89.6DSC

5

May 22, 2026

AMOS Esophagus 22

83.6DSC

5

May 22, 2026

AMOS Gallbladder 22

84.9DSC

5

May 22, 2026

AMOS Left kidney 22

94.9DSC

5

May 22, 2026

AMOS22 Right kidney

96.5DSC

5

May 22, 2026

94.5DSC

5

May 22, 2026

73.64ASA (Easy)

3

Feb 26, 2026

Popular datasets

Amos TotalSegmentator KITTI ISIC MonoPerfCap

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