L96
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Autoregressive Rollout Forecasting | L96 (test) | RMSE0.0037 | 15 | |
| Statistical Emulation of Chaotic Systems | L96 single-traj Clean (sigma = 0.0) | L1 Histogram Distance0.077 | 9 | |
| Climatological Consistency | L96 | Hellinger Distance0.0311 | 6 | |
| Statistical Emulation of Chaotic Systems | L96 multi-traj (Clean (sigma = 0.0)) | L1 Histogram Distance0.055 | 5 | |
| Statistical Emulation of Chaotic Systems | L96 multi-traj Noisy (sigma = 0.3) | L1 Histogram Distance0.149 | 5 | |
| Statistical Emulation of Chaotic Systems | L96 single-traj (Noisy (sigma = 0.3)) | L1 Histogram Distance0.151 | 4 | |
| Long-horizon forecasting | L96 (test) | Delta RMSE (%)27 | 3 |
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