UEA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Classification | UEA-27 (test) | ArticularyWordRecognition Accuracy99.56 | 22 | |
| Time Series Classification | UEA 8 multivariate | Accuracy68.25 | 18 | |
| Anomaly Detection | UEA datasets | EPSY0.981 | 11 | |
| Time Series Anomaly Detection | UEA SAD | ROC-AUC98.9 | 11 | |
| Time Series Classification | UEA 30 archive (test) | FLOPs (M)305.37 | 6 | |
| Multivariate Time Series Classification | UEA 90% missing rate (test) | Accuracy0.345 | 5 | |
| Multivariate Time Series Classification | UEA 60% missing rate (test) | Accuracy41.1 | 5 | |
| Multivariate Time Series Classification | UEA 30% missing rate (test) | Accuracy46.4 | 5 | |
| Multivariate Time Series Classification | UEA 30 archive | Baseline Wins15 | 5 |
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