Yeast
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 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 | |
| Time Series Imputation | Yeast | MAE5.95 | 36 | |
| Tabular Anomaly Detection | Yeast | AUC-ROC0.6 | 30 | |
| Outlier Detection | Yeast | AUC-ROC0.7674 | 28 | |
| Imbalanced Classification | yeast_ml8 | F1-Score67.6 | 25 | |
| Imbalanced Classification | yeast me2 | F1 Score69 | 25 | |
| 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 | |
| Off-policy evaluation for classification error | yeast | Bias-0.043 | 15 | |
| Multi-label classification | Yeast (test) | Micro-F180.4 | 15 | |
| Link Prediction | Yeast | AUC99.24 | 15 | |
| Tabular Classification with Feature Selection | Yeast | Accuracy0.3902 | 14 | |
| Tabular Classification | Yeast (test) | Accuracy57.32 | 14 | |
| Classification | Yeast 1% | PR AUC38 | 12 | |
| Classification | Yeast | PR AUC84.6 | 12 | |
| Imbalanced Classification | Yeast (test) | Macro F153.06 | 12 | |
| Classification | Yeast | Recall54.76 | 12 |
Showing 25 of 80 rows