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Papers Benchmarks Datasets Tasks

Yeast dataset and benchmarks · SOTA2 Research

Research Datasets

Yeast

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

yeast

41.5ARI

50

Outlier Detection

Yeast

0.55AUC-PR

49

Partial Multi-Label Learning

yeast

76.8Average Precision

39

Partial Multi-Label Learning

yeast

0.156Ranking Loss

37

Class Prior Estimation

Yeast

4.3Estimation Error

36

Time Series Imputation

Yeast

5.95MAE

36

Multi-label classification

yeast

0.731Macro-AUC

32

Tabular Anomaly Detection

Yeast

0.6AUC-ROC

30

Outlier Detection

Yeast

0.767AUC-ROC

28

Link prediction

Yeast

85.36Hits@50

28

Imbalanced Classification

yeast_ml8

67.6F1-Score

25

Imbalanced Classification

yeast me2

69F1 Score

25

Link Prediction

Yeast

99.24AUC

25

Tabular Classification

yeast1

17.5Balanced Accuracy

24

Tabular Classification

yeast

-0.9Balanced Accuracy

24

Time Series Imputation

Yeast

0.012CRPS

24

Time-series Imputation

Yeast

34.58RMSE

24

Link Prediction

Yeast without node attributes (50% observed links)

96.15AP

24

Multi-class classification

Yeast

91.53F1-score

20

Downstream performance prediction

YE (Yeast) corrupted with Laplace noise

-0.776Downstream Performance

19

Partial Multi-Label Learning

yeast

19.8One-Error

18

Partial Multi-Label Learning

yeast

21.3Hamming Loss

18

Link Prediction

Yeast Non-attributed

0.982AUC

18

Data Imputation

yeast (test)

0.117RMSE

16

Off-policy evaluation for classification error

yeast

-0.043Bias

15

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