UCR archive
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Classification | UCR Archive Yoga | Accuracy98.3 | 28 | |
| Time Series Classification | UCR Archive Lightning2 | Accuracy89.5 | 28 | |
| Time Series Classification | UCR Archive ItalyPowerDemand | Accuracy98.6 | 28 | |
| Time Series Classification | UCR Archive all datasets | Wins71 | 21 | |
| Time Series Classification | UCR Archive (test) | Accuracy83.3 | 20 | |
| Time Series Classification | UCR Archive Symbols | Accuracy98.89 | 16 | |
| Time Series Classification | UCR Archive LargeKitchenAppliances | Accuracy89.33 | 16 | |
| Time Series Classification | UCR Archive 10 univariate datasets 2018 (test) | Average Rank1 | 12 | |
| Time Series Classification | UCR archive 125 datasets (test) | Avg. Acc86.3 | 10 | |
| Time Series Classification | UCR Archive Large Scale Euclidean (test) | Total Time (s)169 | 8 | |
| Time Series Classification | UCR Archive 55 datasets (train test average) | Feature Creation Time (s)5.85 | 6 | |
| Time Series Classification | UCR Archive binary 13 datasets (test) | Coffee Accuracy100 | 5 | |
| Time Series Clustering | UCR Archive (combined train-test) | MBA Better (%)87.2 | 4 |
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