Yeast

Benchmarks

Task Name	Dataset Name	SOTA Result
Clustering	yeast	ARI41.5	50
Outlier Detection	Yeast	AUC-PR0.5504	49
Partial Multi-Label Learning	yeast	Average Precision76.8	39
Partial Multi-Label Learning	yeast	Ranking Loss0.156	37
Class Prior Estimation	Yeast	Estimation Error4.3	36
Time Series Imputation	Yeast	MAE5.95	36
Multi-label classification	yeast	Macro-AUC0.7305	32
Tabular Anomaly Detection	Yeast	AUC-ROC0.6	30
Outlier Detection	Yeast	AUC-ROC0.7674	28
Link prediction	Yeast	Hits@5085.36	28
Imbalanced Classification	yeast_ml8	F1-Score67.6	25
Imbalanced Classification	yeast me2	F1 Score69	25
Link Prediction	Yeast	AUC99.24	25
Tabular Classification	yeast1	Balanced Accuracy17.5	24
Tabular Classification	yeast	Balanced Accuracy-0.9	24
Time Series Imputation	Yeast	CRPS0.012	24
Time-series Imputation	Yeast	RMSE34.58	24
Link Prediction	Yeast without node attributes (50% observed links)	AP96.15	24
Multi-class classification	Yeast	F1-score91.53	20
Downstream performance prediction	YE (Yeast) corrupted with Laplace noise	Downstream Performance-0.776	19
Partial Multi-Label Learning	yeast	One-Error19.8	18
Partial Multi-Label Learning	yeast	Hamming Loss21.3	18
Link Prediction	Yeast Non-attributed	AUC0.9816	18
Data Imputation	yeast (test)	RMSE0.1173	16
Off-policy evaluation for classification error	yeast	Bias-0.043	15

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