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Papers Benchmarks Datasets Tasks

Amos dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Amos

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Semantic Segmentation

AMOS (test)

90mIoU

7

Abdominal Organ Segmentation

AMOS

28.9Dice (1pt)

7

Interactive Segmentation

AMOS 22 44 (val)

92.73Median Dice (Aorta)

6

2D Segmentation

AMOS Right adrenal 22

73.8DSC

5

2D Segmentation

AMOS Pancreas 22

85.2DSC

5

2D Segmentation

AMOS Postcava 22

89.3DSC

5

2D Segmentation

AMOS22 Aorta

95.3DSC

5

2D Segmentation

AMOS Stomach 22

89.6DSC

5

2D Segmentation

AMOS Esophagus 22

83.6DSC

5

2D Segmentation

AMOS Gallbladder 22

84.9DSC

5

2D Segmentation

AMOS Left kidney 22

94.9DSC

5

2D Segmentation

AMOS22 Right kidney

96.5DSC

5

2D Segmentation

AMOS Spleen 22

94.5DSC

5

Multi-organ abdominal segmentation

AMOS CT 22

87.44Avg Dice Score

5

Medical Image Segmentation

AMOS-CT (val)

90.1mDice

5

Multimodal Medical Image Segmentation

AMOS CT+MRI

95.59Liver

5

Multimodal Medical Image Segmentation

AMOS CT

95.59Liver Score

5

Multi-organ Segmentation

AMOS 33% label 2022 (test)

83.12DSC (%)

4

Multi-organ Segmentation

AMOS 67% label 2022 (test)

88.06DSC (%)

4

Medical Image Segmentation

AMOS

5Search Time (h)

3

Medical Image Segmentation

AMOS MR 1-shot (test)

85.5Dice Score

3

Quantitative Phenotyping

AMOS

39.9AP

2

AMOS MRI 22 (10 volumes)

36.6Dice Score

2

Multi-organ Segmentation

AMOS Full labels 2022 (test)

89.21DSC

1

Semantic Segmentation

AMOS22 (val)

91.77DSC

1

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Popular tasks

Medical Image Segmentation 2D Segmentation Multi-organ Segmentation Abdominal Organ Segmentation Segmentation

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