| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Synthetic 2D Grid Matérn-3/2 kernel | ADVI | ESS/sec483.24 | 35 | 18d ago | |
| Matérn-1/2 simulated 2D grid N=4096 1.0 | DeepRV-gMLP | MSE0.005 | 6 | 18d ago | |
| Matérn-1/2 simulated 2D grid 1.0 (N=2304) | DeepRV-gMLP | MSE0.013 | 6 | 18d ago | |
| Matérn-1-2 simulated 2D grid 1.0 (N=1024) | DeepRV-gMLP | MSE (y_gp vs y_hat)0.009 | 6 | 18d ago | |
| Matérn-1/2 simulated 2D grid 1.0 (N=576) | DeepRV-gMLP | MSE0.005 | 6 | 18d ago | |
| Matérn-1/2 simulated 2D grid 1.0 (N=256) | DeepRV-gMLP | MSE0.002 | 6 | 18d ago | |
| non-separable spatiotemporal kernel | ADVI | Inference Time (s)105.48 | 5 | 18d ago |
