Synthetic Gaussian Mixture
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | Synthetic Gaussian mixture datasets global anomalies | F1 Score1 | 35 | |
| Anomaly Detection | Synthetic Gaussian mixture datasets with global anomalies (Mean over 25 datasets) | AUCROC99.93 | 12 | |
| Mixture model estimation | Synthetic Gaussian Mixture n=5000, d=50, K=3 | Time (s)2.1 | 4 | |
| Parameter Recovery | Synthetic Gaussian Mixture (n=1000, d=20, K=3, delta=1.0) 1.0 (test) | Metric- | 0 |
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