Earthquakes
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Density estimation | Earthquakes NGDC/WDS, 2022a (test) | Negative Log-Likelihood-0.4 | 8 | |
| Earthquake event prediction | Earthquakes | Accuracy96.34 | 7 | |
| Global Counterfactual Summary for Time-Series Clustering | Earthquakes UCR Archive | Effectiveness Score50.1 | 6 | |
| Local Counterfactual Generation | Earthquakes UCR | Effectiveness100 | 5 | |
| Classification | Earthquakes | Accuracy75.3 | 5 | |
| Time Series Classification | Earthquakes (test) | Accuracy78.4 | 5 | |
| Time Series Counterfactual Explanations | Earthquakes | Validation Metric Value1 | 3 | |
| Density Estimation | Earthquakes S2 (test) | Log-likelihood (Test)0.24 | 2 | |
| Time Series Classification | Earthquakes UCR Archive (test) | Test Accuracy26 | 2 |
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