ETTh
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Generation | ETTh | Predictive Score0.22 | 69 | |
| Time Series Forecasting | ETTh2 -> ETTh1 (test) | MSE0.229 | 55 | |
| Time Series Forecasting | ETTh2 (10% train) | MSE0.324 | 32 | |
| Univariate Time Series Forecasting | ETTh2 | MSE0.127 | 30 | |
| Time Series Forecasting | ETTh | MSE0.786 | 24 | |
| Long-term Time Series Forecasting | ETTh | MSE7.641 | 13 | |
| Time Series Forecasting | etth Chronos Benchmark II | WQL0.071 | 12 | |
| Time Series Forecasting | etth | MASE0.071 | 12 | |
| Unconditional Time Series Generation | ETTh L=24 (test) | Discriminative Score (DS)0.325 | 10 | |
| Time series generation | ETTh (test) | ACF2.086 | 10 | |
| Multivariate Time Series Forecasting | ETTh2 Horizon 192 (test) | MSE0.3613 | 8 | |
| Time-series forecasting | ETTh2 | MSE0.234 | 4 | |
| Time Series Generation | ETTh | Inference Time0.3 | 3 |
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