Synthetic High-Dimensional Data
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Change-point detection | Synthetic high-dimensional data (variance change Σ = 2Id) | Mean Probability0.99 | 40 | |
| Regression | Synthetic High-Dimensional Data d=10 | MSE5.57 | 5 | |
| Regression | Synthetic High-Dimensional Data (d=500) | MSE6.67 | 3 | |
| Regression | Synthetic High-Dimensional Data d=400 | MSE7.32 | 3 | |
| Regression | Synthetic High-Dimensional Data (d=350) | MSE7.05 | 3 | |
| Regression | Synthetic High-Dimensional Data d=300 | MSE6.93 | 3 | |
| Regression | Synthetic High-Dimensional Data d=250 | MSE6.66 | 3 | |
| Regression | Synthetic High-Dimensional Data d=200 | MSE7.09 | 3 | |
| Regression | Synthetic High-Dimensional Data d=150 | MSE6.05 | 3 | |
| Regression | Synthetic High-Dimensional Data d=100 | MSE6.42 | 3 | |
| Regression | Synthetic High-Dimensional Data d=75 | MSE6.69 | 3 | |
| Regression | Synthetic High-Dimensional Data d=50 | MSE5.96 | 3 | |
| Regression | Synthetic High-Dimensional Data d=25 | MSE5.22 | 3 |
Showing 13 of 13 rows