KDDCUP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tabular Anomaly Detection | KDDCUP99 Smtp | AUC-ROC0.959 | 23 | |
| Forecasting | KDDCup | CRPS0.2468 | 22 | |
| Tabular Anomaly Detection | KDDCUP99 Http | AUC-ROC100 | 14 | |
| Time-series Forecasting | KDDCup (test) | CRPS0.356 | 12 | |
| Clustering | KDDCUP | ARI0.87 | 8 | |
| Density Estimation | KDDCup2k Twenty Datasets (test) | Log-Likelihood-2.13 | 4 | |
| Anomaly Detection | Kddcup99 (5-fold stratified cross-validation) | PRC AUC0.5185 | 4 | |
| Anomaly Detection | KDDCUP99 | AUC0.92 | 3 |
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