UCR
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Classification | UCR First Part (test) | ACSF1 Accuracy86.67 | 22 | |
| Anomaly Detection | UCR | AUC99.94 | 22 | |
| Time Series Classification | UCR 30 | Mean Accuracy (UCR 30)89.37 | 21 | |
| Time Series Classification | 128 UCR datasets | Avg Accuracy86.73 | 20 | |
| Point-level Anomaly Detection | UCR | Affiliation-F172.02 | 15 | |
| Time Series Anomaly Detection | UCR | AUC0.5921 | 15 | |
| Anomaly Detection | UCR | Training Time (s/epoch)0.84 | 11 | |
| Classification | UCR ProximalPhalanxOutlineCorrect | Accuracy76.5 | 10 | |
| Classification | UCR Earthquakes | Accuracy82.1 | 10 | |
| Time Series Classification | UCR 32 (held-out) | Mean Accuracy68.6 | 9 | |
| Time Series Anomaly Detection | UCR dataset | Original-F0.4 | 5 | |
| Time Series Classification | UCR | ACSF1 Accuracy74.33 | 5 | |
| Classification | UCR TwoPatterns | Accuracy71.6 | 5 | |
| Classification | UCR Strawberry | Accuracy76.4 | 5 | |
| Time Series Classification | UCR 10 selected datasets, 90% missing | Accuracy59.2 | 5 | |
| Time Series Classification | UCR 10 selected datasets 60% missing | Accuracy67.9 | 5 | |
| Time Series Classification | UCR 10 selected datasets, 30% missing | Accuracy70.5 | 5 | |
| Time Series Classification | UCR 112 archive (test) | Parameters (K)126.3 | 4 | |
| Univariate Time Series Classification | UCR 85 archive (test) | Baseline Wins40 | 3 |
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