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Papers Benchmarks Datasets Tasks

OASIS dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

OASIS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image Segmentation

OASIS

97.95Accuracy

10

OASIS 20% v1.0 (test)

99.58Accuracy (AC)

10

Medical Image Registration

OASIS external (test)

76.7DSC

10

Brain Segmentation

OASIS3 one-shot

2.729ASPC

10

Image Registration

OASIS isotropic voxel spacing with 1mm (test)

79.95DSC (%)

9

Binary classification

OASIS-1&2

98.75Accuracy

9

Node Correspondence

OASIS-3

61.36Accuracy

9

Longitudinal MRI Prediction

OASIS (test)

29.01PSNR

9

Clinical structure faithfulness

OASIS

0.262Region MAE

9

One-shot segmentation

OASIS3 (full)

81.3Dice Coefficient

9

Depth Prediction

OASIS

28.3WHDR

9

MCI classification

OASIS (test)

73.5Accuracy

8

Uncertainty Calibration

OASIS

0.066AUSE

8

Volume estimation

OASIS 0.4 0.4 0.2 (test)

91Coverage

8

Longitudinal brain MRI completion

OASIS-3

25.52PSNR

8

Image Registration

OASIS 18 (test)

0.818DSC

8

Brain network classification

OASIS

2.5Average Rank

8

Model fairness evaluation

OASIS

55.34ESSP

7

OASIS

6.9MAE

7

OASIS

9.8MAE

7

3D Medical Image Segmentation

OASIS VoxelMorph (test)

84.3Dice Score

7

Surface Normal Estimation

OASIS (val)

23.67Angular Error

7

3D shape reconstruction

OASIS (test)

169LSIV

7

Federated Unlearning

OASIS

295Training Time (s)

6

Image Registration

OASIS (val)

80.4Dice Score

6

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Popular tasks

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