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Papers Benchmarks Datasets Tasks

Yeast dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Yeast

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-label classification

Yeast (test)

80.4Micro-F1

15

Binary Protein-Protein Interaction Prediction

Yeast BFS

70.72Micro-F1

14

Binary Protein-Protein Interaction Prediction

Yeast DFS

71.94Micro-F1

14

Binary Protein-Protein Interaction Prediction

Yeast (Random split)

94.55Micro-F1

14

Tabular Classification with Feature Selection

Yeast

0.39Accuracy

14

Tabular Classification

Yeast (test)

57.32Accuracy

14

Dynamic Feature Selection

Yeast 5-fold CV

45.86AUAC-F1

13

yeast

0.01Runtime (s)

12

yeast

19V-Measure

12

yeast full-dataset

13ARI

12

yeast

0.53FMI

12

yeast

52Purity

12

Anomaly Detection

Yeast

59.82AUC-ROC

12

Yeast 1%

38PR AUC

12

Yeast

84.6PR AUC

12

Imbalanced Classification

Yeast (test)

53.06Macro F1

12

Yeast

54.76Recall

12

Time Series Imputation

Yeast Time-wise missing

88.964MAPE

12

Time Series Imputation

Yeast Point-wise missing

38.238MAPE

12

Link Prediction

Yeast (90% observed links)

98.37AUC

12

Link Prediction

Yeast 50% (train)

93.9AUC

12

Link Prediction

Yeast 90% links (train)

98.33AP

12

Link Prediction

Yeast 50% links (train)

0.953AP

12

Yeast K-NN digraph

29AMI

11

Multi-label Feature Selection

Yeast

86.34Macro-F1

11

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Popular tasks

Classification Link Prediction Multi-Label Classification Multi-label Feature Selection Clustering

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