| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Synthetic GP Matérn-5/2 kernel Out-of-input-distribution | ConvGNP | KL Divergence (Normalized)0 | 31 | 1mo ago | |
| Syn-10 | CTL-MST (Optimization) | RMSE694 | 18 | 1mo ago | |
| Synthetic mixture dx=2 | ConvGNP | Normalized Log-Likelihood0.87 | 13 | 1mo ago | |
| Synthetic mixture dx=1 | ConvGNP | Normalized Log-Likelihood0.49 | 12 | 1mo ago | |
| Synthetic (mixture) dx=10 | RGNP (sta) | Normalized Log-Likelihood-0.11 | 10 | 1mo ago | |
| Synthetic (mixture) dx=5 | RGNP (sta) | Normalized Log-Likelihood0.04 | 10 | 1mo ago | |
| Synthetic mixture dx=3 | CNP | Normalized Log-Likelihood-2.55 | 10 | 1mo ago | |
| Synthetic GP EQ kernel Out-of-input-distribution | ConvGNP | KL Divergence (dx=2)0.01 | 8 | 1mo ago | |
| Synthetic GP Matérn-5/2 kernel, Interpolation | ConvGNP | KL Divergence (dx=2)0.01 | 8 | 1mo ago | |
| Synthetic GP EQ kernel Interpolation | ConvGNP | KL Divergence (dx=2)0.01 | 8 | 1mo ago |
