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Papers Benchmarks Datasets Tasks

Heart dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

Heart

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Single-cell Integration

Heart 270k

24Total Runtime (s)

5

PU Classification

Heart semi-synthetic

0.871AUC

5

Batch effect correction

Heart

76Bio. Score

5

Heart

4,864.278Max ESS

5

Missing Data Imputation

Heart

0.1Runtime (s)

5

Heart Cleveland

86.87Accuracy

4

heart-c

77.44Decision Accuracy

4

Medical Image Segmentation

Heart

92Dice

4

heart

87.7Accuracy

4

Dual condition generation

Heart

8.3WD

4

Gene level performance evaluation

Heart

0.01MSE

4

Heart

53.2Accuracy

4

Heart FNS

65.2Accuracy

4

Conditional-independence (belief sufficiency) testing

Heart Expert-Constructed Bayesian Network

0.145CMI

4

Monotone Choice Probabilities

Heart

0Ratio Y/(N+Y)

4

Volume Reconstruction

Heart (100) Non-Align. (test)

70Volume IoU

4

Volume Reconstruction

Heart 100 Align (test)

77Volume IoU

4

heart hungarian (80%-20% train-test split)

83.1Accuracy

4

Heart D

82.7Balanced Accuracy

3

l2-regularized logistic regression

heart

0.005Runtime (s)

3

p-robustness Estimation

HEART

0.53R500

3

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