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FETA dataset and benchmarks · SOTA2 Research

Research Datasets

FETA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Text-to-Image Retrieval

FETA manually curated Car-Manuals 1.0

43.5Recall@1

28

Image-to-Text Retrieval

FETA manually curated Car-Manuals 1.0

43.1R@1

28

Medical Image Segmentation

FeTA (N=39) (train)

75.3Mean Dice

19

3D fetal brain MRI volumetric reconstruction

FeTA dataset (test)

48.03PSNR

19

Distance Measurement

FeTA Distance (100 samples) 24

5.6MAE

13

Biometry measurement

FeTA (test)

0.02Biometry Error

7

Landmark Localization

FeTA (test)

2.71MRE

7

Medical Image Segmentation

FeTA

84.77Dice

6

Slice-to-Volume MRI Reconstruction

FeTA Dataset

40.31PSNR (dB)

4

Fetal Brain Segmentation

FeTA 2022 (public)

85.52DSC

1

Fetal Brain Segmentation

FeTA 2021 (public)

86.66DSC

1

Popular tasks

Medical Image Segmentation Fetal Brain Segmentation Landmark Localization Image-to-Text Retrieval Text-to-Image Retrieval

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