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Papers Benchmarks Datasets Tasks

Yeast dataset and benchmarks – Page 4 · SOTA2 Research

Research Datasets

Yeast

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Hierarchical Classification

Yeast

0.09LE Metric

8

Gene function prediction

YEAST

72.9Coverage

8

gene function prediction

YEAST

67.2AP (YEAST)

8

Gene function prediction

YEAST

0.247Ranking Loss

8

gene function prediction

YEAST

0.223Hamming Loss

8

Multi-label Feature Selection

YEAST

0.191Hamming Loss

8

Multi-label classification

YEAST

78.77Average Precision

8

Multi-label classification

YEAST

0.144Ranking Loss

8

Multi-label classification

YEAST

48.7Macro-F1

8

Multi-label Feature Selection

YEAST

0.553Coverage

8

Multi-label classification

YEAST

0.708Micro-F1

8

Yeast4

52F1 Score

8

Tabular Data Synthesis

yeast6

8.1Training Time (s)

7

Tabular Data Synthesis

yeast

6.6Training Time (s)

7

Multi-label Feature Selection

Yeast

0.23Runtime (s)

7

Nonstationary backward transfer

Yeast

-0.09BWT ARI

7

Incremental Clustering

Yeast

23.8Avg Inc ARI

7

Taxonomic classification

Yeast (test)

98.8Accuracy (Family)

7

De novo peptide sequencing

Yeast

80.9AA Precision

7

Link Prediction

Yeast (test)

97.2AUC

7

Link Prediction

Yeast 90/10 (train)

97.95AP

7

Gene Regulatory Network Discovery

yeast simulated by SERGIO

34.99Recall

6

YEAST

47Empirical Risk Rs(h)

6

yeast me2

96.8Accuracy

5

Manifold Learning

Yeast

0.96(TW + CN)/2

5

Page 4 of 5

Popular tasks

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

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