Lorenz
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Equation Discovery | Lorenz 96 Noise Levels: 0%, 1%, 10% (large) ODE | Mp1 | 8 | |
| Time-series forecasting | Lorenz | Coverage@90%91 | 5 | |
| Vector Quantization | Lorenz | Act (%)99 | 4 | |
| Synthetic Dynamical System Modeling | Lorenz | Dynamics MSE0.141 | 4 | |
| Dynamics Modeling | Lorenz LO 1 single densely observed trajectory | Log Likelihood-0.57 | 3 | |
| Learning Dynamical Systems | Lorenz | Relative L2 Error0.0453 | 2 | |
| Probabilistic Forecasting | Lorenz dataset (test) | RMSE2.91 | 2 | |
| Modeling Dynamical Systems | Lorenz '63 | Metric- | 0 | |
| Trajectory Prediction | Lorenz LO 125 (test) | Metric- | 0 |
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