sines
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time-series Generation | Sines | Discriminative Score0.495 | 21 | |
| Time Series Generation | Sines | Predictive Score0.1 | 9 | |
| Irregular-to-regular Time Series Generation | Sines 70% missing | DS0.182 | 8 | |
| Irregular-to-regular Time Series Generation | Sines 50% missing | DS0.128 | 8 | |
| Irregular-to-regular Time Series Generation | Sines 30% missing | DS0.105 | 8 | |
| Regression | sines (in-range) | MSE0.02 | 8 | |
| Unconditional Time Series Generation | Sines | C-FID0.069 | 6 | |
| Uncertainty-based sample filtering | Sines | Gap-Closure (%)93.0814 | 6 | |
| Synthetic Data Generation | Sines (test) | MMD0.002 | 6 | |
| Continuous Time Series Generation | Sines 70% missing | MSE0.028 | 6 | |
| Continuous Time Series Generation | Sines 50% missing | MSE0.026 | 6 | |
| Continuous Time Series Generation | Sines 30% missing | MSE0.026 | 6 | |
| Regression | sines (out-of-range) | MSE0.03 | 6 | |
| Retrotransposons | SINEs TEB | MCC96.7 | 5 | |
| Time Series Generation | Sines | Inference Time0.15 | 3 |
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