Synthetic 1D Regression
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 1D Regression | Synthetic 1D Regression Periodic kernel GP | Context Likelihood1.372 | 16 | |
| 1D Regression | Synthetic 1D Regression Matern kernel GP | Context Likelihood1.365 | 16 | |
| 1D Regression | Synthetic 1D Regression RBF kernel | Context Likelihood1.363 | 16 | |
| 1D Regression | Synthetic 1D Regression RBF kernel with noises | Context Likelihood1.374 | 16 | |
| 1D Regression | Synthetic 1D Regression Square generator (test) | Log-likelihood1.39 | 9 | |
| 1D Regression | Synthetic 1D Regression Sawtooth generator (test) | Log-likelihood1.19 | 9 | |
| 1D Regression | Synthetic 1D Regression Periodic kernel (test) | Log-likelihood1.17 | 9 | |
| 1D Regression | Synthetic 1D Regression Matern 5/2 kernel (test) | Log-likelihood0.18 | 9 | |
| 1D Regression | Synthetic 1D Regression RBF kernel (test) | Log-likelihood0.29 | 9 |
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