Synthetic Time-Series
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Causal Discovery | Synthetic Time Series SVAR (Gauss.) | SHD12.37 | 25 | |
| Regime Detection | Synthetic Time Series SVAR (Exp. Fam.) | NMI99 | 19 | |
| Time Series Summarization | Synthetic Time Series (test) | Event Coverage100 | 15 | |
| Regime Detection | Synthetic Time Series ANM (Exp. Fam.) | NMI0.99 | 13 | |
| Regime Detection | Synthetic Time Series SVAR Gauss | NMI0.99 | 13 | |
| Multi-anomaly detection | Synthetic Time-Series (test) | Count Accuracy16 | 9 |
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