Human Activity
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Irregular Multivariate Time Series Forecasting | Human Activity (test) | MSE0.079 | 42 | |
| Irregularly Sampled Time Series Forecasting | Human Activity | MSE2.47 | 21 | |
| Irregular Time Series Forecasting | Human Activity (ms) 1000 → 3000 horizon | MSE3.96 | 18 | |
| Irregular Time Series Forecasting | Human Activity (ms) 2000 → 2000 horizon | MSE3.11 | 18 | |
| Irregular Time Series Forecasting | Human Activity (ms) 3000 → 1000 horizon | MSE2.46 | 18 | |
| Forecasting | Human Activity | MSE0.0412 | 13 | |
| Classification | Human Activity | Accuracy0.91 | 13 | |
| Imputation | Human Activity (test) | MAE0.219 | 11 | |
| Classification | Human Activity (test) | Accuracy96.9 | 6 | |
| Per-time-point classification | Human Activity (test) | Accuracy91.1 | 5 | |
| Per-time-point classification | Human Activity | Metric- | 0 |
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