Posterior Inference on PosteriorDB
0.0332earnings - earn_heightSΠIS-MALA
Evaluation results
| Method | Links | ||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SΠIS-MALAStein Kernel=Langevin-Stein Kernel, Number of samples (n)=3 x 10^32023.05 | 0.0332 | 0.0373 | 0.0941 | 0.358 | 0.156 | 1.01 | 1.59 | 0.13 | 0.897 | 1.33 | 1.79 | 0.711 | 0.699 | 0.499 | 0.545 | 1.76 | 0.818 | 0.523 | 134 | 60.3 | 3.16 | 1.23 | 0.698 | 12.4 | 2.15 | — | 1.35 | 1.06 | 0.182 | 0.137 | 3.45 | 3.53 | 2.57 | 3.43 | 3.27 | 3.84 | 3.53 | 2.2 | 143 | 9.79 | |
| SIS-MALAStein Kernel=Langevin-Stein Kernel, Number of samples (n)=3 x 10^32023.05 | 0.0674 | 0.0436 | 0.109 | 0.516 | 0.179 | 1.09 | 1.96 | 0.159 | 0.982 | 1.36 | 1.65 | 0.659 | 0.689 | 0.5 | 0.507 | 1.87 | 0.821 | 0.578 | 154 | 66.7 | 3.39 | 1.18 | 0.679 | 11.9 | 2.29 | — | 1.31 | 1 | 0.1 | 0.137 | 3.89 | 3.86 | 2.68 | 3.75 | 3.7 | 4.32 | 3.87 | 2.22 | 157 | 8.25 | |
| SΠIS-MALAStein Kernel=KGM3-Stein Kernel, Number of samples (n)=3 x 10^32023.05 | 0.181 | 0.223 | 0.476 | 1.55 | 0.844 | 6.03 | 8.65 | 1.01 | 5.05 | 8.94 | 10.1 | 4.17 | 4.25 | 3.25 | 3.04 | 11.3 | 5.59 | 3.4 | 854 | 595 | 23 | 10.1 | 3.99 | 67.8 | 18.9 | — | 12.2 | 9.14 | 215 | 27.5 | 34.4 | 34.4 | 25.7 | 33.6 | 32.4 | 37.3 | 34.3 | 22.8 | 2,620 | 815 | |
| SIS-MALAStein Kernel=KGM3-Stein Kernel, Number of samples (n)=3 x 10^32023.05 | 0.656 | 0.385 | 0.848 | 4.86 | 1.7 | 8.91 | 15.4 | 1.16 | 7.25 | 10.4 | 13.2 | 4.05 | 4.24 | 2.63 | 2.63 | 14.7 | 5.73 | 4.13 | 1,100 | 514 | 26.4 | 8.88 | 4.72 | 85.6 | 18.8 | — | 10.8 | 8.28 | 2.15 | 28.7 | 36.2 | 35.5 | 25.4 | 34.9 | 34.6 | 39.7 | 36.4 | 21.3 | 2,990 | 623 | |
| MALAStein Kernel=Langevin-Stein Kernel, Number of samples (n)=3 x 10^32023.05 | 1.41 | 0.298 | 1.04 | 5.03 | 1.1 | 4.47 | 9.46 | 0.543 | 5.21 | 3.09 | 7.74 | 1.35 | 1.38 | 1.11 | 1.07 | 5.51 | 1.83 | 1.99 | 479 | 201 | 6.87 | 1.89 | 1.15 | 42.9 | 4.62 | — | 2.02 | 1.46 | 0.526 | 0.21 | 6.16 | 6.67 | 4.34 | 6.18 | 7.4 | 7.52 | 6.44 | 3.35 | 196 | 11.3 | |
| MALAStein Kernel=KGM3-Stein Kernel, Number of samples (n)=3 x 10^32023.05 | 5.33 | 1.22 | 4.66 | 25.3 | 4.97 | 26 | 53.9 | 4.7 | 29.3 | 19.3 | 47.8 | 7.92 | 8.09 | 6.62 | 6.7 | 37.5 | 12.6 | 11.6 | 3,300 | 1,340 | 60.4 | 15.5 | 8.55 | 285 | 47.4 | — | 19.2 | 13.3 | 7.53 | 43.6 | 72.9 | 77.5 | 49.8 | 71.3 | 81.4 | 89.1 | 74.1 | 38.6 | 5,120 | 960 |