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Papers Benchmarks Datasets Tasks

Liver dataset and benchmarks · SOTA2 Research

Research Datasets

Liver

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Super-Resolution

Liver

39.74PSNR

36

Slice Super-Resolution

Liver (test)

42.49PSNR

27

Early-stage tumor detection

Liver (test)

83.1Sensitivity

18

On-domain cell identity prediction

Liver

38Macro F1

10

Medical Image Segmentation

liver

82.9mIoU

10

Early-stage tumor detection

Liver

82.2Sensitivity

9

Gene Representation Learning

Liver (test)

0.92Average Score

9

Liver

2.5Average Rank

9

Dimensionality Reduction

liver dataset

0.018Class Angular Distortion Index

8

Ultrasound Diagnosis

Liver

70.8SAcc

6

Non-rigid surface registration

Liver

0.72ASSD (mm)

6

Cell-type annotation

Liver

56Cluster-level Accuracy

6

liver

73.9Accuracy

6

liver

0.002Average Running Time (s)

6

Medical Image Segmentation

Liver (external val)

0.774DSC

6

Spatial Transcriptomics Prediction

Liver NCBI Geo

0.41R^2

5

Affine Surface Registration

Liver

7.452ASSD (mm)

5

Spectral Clustering

LIVER CuMiDa 76427

83.3ARI

5

Spectral Clustering

LIVER CuMiDa 14520

85.9ARI

5

Non-rigid Surface Registration

Liver

2.52Runtime (s)

4

Affine Surface Registration

Liver

2.47Runtime (s)

4

Statistical Shape Modeling

Liver

18SIM Generality Score

4

3D Shape Reconstruction

Liver 15 cases (test)

3.6Mean Distance (mm)

4

Binary Classification

Liver (UCI) (10-fold cross-validation)

0.7AUC

4

Trajectory reconstruction

Liver

1Jaccard Index

3

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