| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Synthetic 1D Regression Periodic kernel GP | Neural Processes with Stochastic Attention | Context Likelihood1.372 | 16 | 3d ago | |
| Synthetic 1D Regression Matern kernel GP | Neural Processes with Stochastic Attention | Context Likelihood1.365 | 16 | 3d ago | |
| Synthetic 1D Regression RBF kernel | Neural Processes with Stochastic Attention | Context Likelihood1.363 | 16 | 3d ago | |
| Synthetic 1D Regression RBF kernel with noises | Neural Processes with Stochastic Attention | Context Likelihood1.374 | 16 | 3d ago | |
| GP-generated functions Matérn kernel (test) | CCNP | MSE0.412 | 8 | 3d ago | |
| GP-generated functions Periodic kernel (test) | ConvCNP | MSE0.065 | 8 | 3d ago | |
| GP-generated functions RBF kernel (test) | CCNP | MSE0.1 | 8 | 3d ago | |
| Synthetic X x Sine | - | - | 0 | 3d ago | |
| Synthetic Sine | - | - | 0 | 3d ago | |
| Synthetic Sinc | - | - | 0 | 3d ago | |
| Synthetic Sigmoid | - | - | 0 | 3d ago | |
| Synthetic Quadratic | - | - | 0 | 3d ago | |
| Synthetic Log | - | - | 0 | 3d ago | |
| Synthetic Lin x Sine | - | - | 0 | 3d ago | |
| Synthetic Lin + Cos | - | - | 0 | 3d ago | |
| Synthetic Linear | - | - | 0 | 3d ago | |
| Synthetic Gau Wave | - | - | 0 | 3d ago | |
| Synthetic Exp | - | - | 0 | 3d ago | |
| Synthetic Beat | - | - | 0 | 3d ago |
