KDD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Click-through Rate Prediction | KDD 12 (test) | AUC80.28 | 33 | |
| Click-through rate prediction | KDD12 | AUC0.8099 | 28 | |
| CTR Prediction | KDD 12 | AUC0.806 | 28 | |
| Streaming Class-Incremental Learning | KDD99 | EN Accuracy99.6 | 10 | |
| Multi-class Classification | KDD99 | Avg G-mean95.4 | 10 | |
| Anomaly Detection | KDD | Running Time (s)2.5 | 9 | |
| Anomaly Detection | KDD 50% (test) | F1 Score98.4 | 6 | |
| Runtime Evaluation | kdd | Runtime (s)0.146 | 5 | |
| Runtime Efficiency | kdd 25% query size | Runtime (s)0.137 | 5 | |
| MAP Inference | kdd 50% query size | Runtime (s)0.126 | 5 | |
| Density Estimation | kdd discrete (test) | Log-Likelihood-2.12 | 3 |
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