Yeast
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Imputation | Yeast | MAE5.95 | 36 | |
| Tabular Anomaly Detection | Yeast | AUC-ROC0.6 | 30 | |
| 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 | |
| Outlier Detection | Yeast | AUC-PR0.431 | 22 | |
| Multi-class classification | Yeast | F1-score91.53 | 20 | |
| Downstream performance prediction | YE (Yeast) corrupted with Laplace noise | Downstream Performance-0.776 | 19 | |
| Link Prediction | Yeast Non-attributed | AUC0.9816 | 18 | |
| 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 | |
| Imbalanced Classification | Yeast (test) | Macro F153.06 | 12 | |
| Classification | Yeast | Recall54.76 | 12 | |
| Time Series Imputation | Yeast Time-wise missing | MAPE88.964 | 12 | |
| Time Series Imputation | Yeast Point-wise missing | MAPE38.238 | 12 | |
| Link Prediction | Yeast (90% observed links) | AUC98.37 | 12 | |
| Link Prediction | Yeast 50% (train) | AUC93.9 | 12 | |
| Link Prediction | Yeast 90% links (train) | AP98.33 | 12 | |
| Link Prediction | Yeast 50% links (train) | AP0.9532 | 12 | |
| Classification | Yeast | Precision56.44 | 11 | |
| Classification | Yeast | Accuracy59.14 | 11 | |
| Outlier Detection | Yeast | AUC0.602 | 11 | |
| Outlier Detection | Yeast | AUC-ROC0.602 | 11 |
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