ILI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Long-term Time Series Forecasting | ILI | MSE1.355 | 142 | |
| Time Series Forecasting | ILI | MAE0.42 | 141 | |
| Multivariate long-term time series forecasting | ILI (test) | MSE1.108 | 108 | |
| Multivariate long-term forecasting | ILI | MSE1.319 | 60 | |
| Time Series Forecasting | ILI-US9 | MAE0.2622 | 44 | |
| Time Series Forecasting | ILI-ENG | MAE1.6417 | 44 | |
| Multivariate forecasting | ILI | MSE1.48 | 42 | |
| Multivariate Time Series Forecasting | ILI | MSE1.365 | 33 | |
| Time Series Forecasting | ILI (test) | MSE0.714 | 30 | |
| Univariate long-term forecasting | ILI | MSE0.444 | 28 | |
| Long-term forecasting | ILI (test) | Empirical Coverage0.92 | 24 | |
| Time-series forecasting | ILI standard (test) | MSE1.2 | 20 | |
| Probabilistic Time Series Forecasting | ILI | CRPS0.13 | 12 | |
| Time Series Forecasting | ILI | ProbMAE0.812 | 12 | |
| Probabilistic Time Series Modeling | ILI | CRPS0.645 | 12 | |
| Short-term Forecasting | ILI | MSE1.391 | 12 | |
| Probabilistic Time Series Forecasting | ILI | CRPS0.082 | 11 | |
| Probabilistic Forecasting | ILI ProbTS | CRPS0.13 | 11 | |
| Multivariate Time Series Forecasting | ILI v1 (test) | MSE1.735 | 10 | |
| Time-series generation | ILI | ACF1.322 | 10 | |
| Unimodal Probabilistic Forecasting | ILI from ProbTS (test) | CRPS0.147 | 9 | |
| Time Series Forecasting | ILI | Improvement Rate (%)96.9 | 8 | |
| Univariate Time Series Forecasting | ILI (test) | MSE0.582 | 8 | |
| Multivariate Time Series Forecasting | ILI full (test) | MSE2.77 | 8 | |
| Language Identification | ILI hi | Accuracy (hi)90.33 | 6 |
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