Spatiotemporal Inference on Synthetic 2D Grid Matérn-3/2 kernel
483.24ESS/secADVI
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ADVIGrid=10242025.03 | 483.24 | 1.463 | 19.4 | 21 | |
| ADVIGrid=2562025.03 | 326.11 | 0.667 | 26.94 | 8 | |
| ADVIGrid=5762025.03 | 199.35 | 1.183 | 15.19 | 12 | |
| PriorCVAEGrid=2562025.03 | 37.98 | 106.077 | 24.07 | 100 | |
| ADVIGrid=23042025.03 | 33.06 | 1.479 | 26.44 | 75 | |
| PriorCVAEGrid=10242025.03 | 21.45 | 5.704 | 14.09 | 304 | |
| Inducing PtsGrid=2562025.03 | 20.68 | 0.38 | 0.66 | 433 | |
| DeepRV-gMLPGrid=2562025.03 | 18.95 | 0.002 | 0.31 | 188 | |
| PriorCVAEGrid=5762025.03 | 18.19 | 3.383 | 13.66 | 213 | |
| DeepRV-MLPGrid=2562025.03 | 17.31 | 1.216 | 2.92 | 138 | |
| RFFGrid=5762025.03 | 15.66 | 1.655 | 16.74 | 304 | |
| DeepRV-gMLPGrid=5762025.03 | 14.05 | 0.006 | 0.2 | 381 | |
| GPGrid=2562025.03 | 12.66 | — | — | 364 | |
| Inducing PtsGrid=5762025.03 | 12.25 | 0.397 | 0.75 | 391 | |
| DeepRV-MLPGrid=10242025.03 | 10.24 | 0.853 | 3.93 | 350 | |
| DeepRV-gMLPGrid=10242025.03 | 10.12 | 0.014 | 0.23 | 583 | |
| DeepRV-MLPGrid=5762025.03 | 9.91 | 1.213 | 4.04 | 230 | |
| ADVIGrid=40962025.03 | 8.79 | 5.755 | 24.25 | 285 | |
| Inducing PtsGrid=10242025.03 | 8.27 | 0.804 | 0.49 | 456 | |
| GPGrid=5762025.03 | 5.54 | — | — | 1,294 | |
| PriorCVAEGrid=23042025.03 | 4.94 | 1.445 | 13.37 | 946 | |
| DeepRV-gMLPGrid=23042025.03 | 4.79 | 0.002 | 0.19 | 984 | |
| Inducing PtsGrid=23042025.03 | 2.98 | 0.152 | 0.32 | 892 | |
| GPGrid=10242025.03 | 2.4 | — | — | 2,686 | |
| Inducing PtsGrid=40962025.03 | 2.38 | 0.334 | 0.19 | 1,792 | |
| RFFGrid=23042025.03 | 2.13 | 0.958 | 14.47 | 1,606 | |
| RFFGrid=2562025.03 | 2.04 | 0.223 | 14.22 | 219 | |
| DeepRV-MLPGrid=23042025.03 | 1.94 | 0.165 | 1.79 | 1,176 | |
| PriorCVAEGrid=40962025.03 | 1.29 | 1.395 | 18.92 | 2,920 | |
| DeepRV-gMLPGrid=40962025.03 | 1.24 | 0.024 | 0.22 | 5,923 | |
| DeepRV-MLPGrid=40962025.03 | 0.65 | 1 | 1.29 | 3,950 | |
| RFFGrid=10242025.03 | 0.44 | 12.939 | 28.95 | 497 | |
| GPGrid=23042025.03 | 0.33 | — | — | 14,197 | |
| RFFGrid=40962025.03 | 0.13 | 0.74 | 6.97 | 7,273 | |
| GPGrid=40962025.03 | 0.05 | — | — | 139,912 |