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Papers Benchmarks Datasets Tasks

Kidney dataset and benchmarks · SOTA2 Research

Research Datasets

Kidney

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Gene expression prediction

Kidney

0.407MSE

32

Kidney

100AUROC

19

Image-level Target Presence Detection

Kidney (test)

96.5Precision

13

Pixel-level Segmentation

Kidney (test)

87.6Dice

13

Super-Resolution

Kidney

38.28PSNR

12

Medical Image Segmentation

Right Kidney

98.34DSC

10

Gene Representation Learning

Kidney (test)

89Average Score

9

Kidney

2.83Average Rank

9

Spatial Gene Expression Prediction

Kidney (test)

0.428PCC-50

7

Spatial Transcriptomics Prediction

Kidney NCBI Geo

0.19R^2

5

Per-Batch Individual Proportionality (BATCH-IP)

Kidney

115Proportionality Level

5

Long-run Individual Proportionality (LONG-IP)

Kidney

135Proportionality Level

5

Proportionality Level Evaluation

Kidney 2D n=404, d=8

76IP (long)

5

Model Discovery

Kidney

43.58NLL (Model Prior)

4

Popular tasks

Super-Resolution Medical Image Segmentation Classification Gene embedding Gene Representation Learning

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