Table 1.
Accuracy | SNR of target domain (SA) |
|||||
---|---|---|---|---|---|---|
1000 | 0.5 | 0.1 | 0.05 | 0.03 | ||
SNR of source domain (SB) | 1000 | 0.855 | 0.687 | 0.385 | 0.235 | 0.157 |
0.739 | 0.620 | 0.287 | 0.159 | 0.111 | ||
0.760 | 0.638 | 0.289 | 0.162 | 0.114 | ||
0.991 | 0.923 | 0.737 | 0.499 | 0.326 | ||
0.5 | 0.779 | 0.757 | 0.547 | 0.366 | 0.258 | |
0.806 | 0.710 | 0.479 | 0.372 | 0.291 | ||
0.819 | 0.723 | 0.486 | 0.373 | 0.291 | ||
0.978 | 0.970 | 0.835 | 0.628 | 0.464 | ||
0.1 | 0.902 | 0.922 | 0.894 | 0.726 | 0.503 | |
0.864 | 0.881 | 0.776 | 0.637 | 0.475 | ||
0.905 | 0.920 | 0.826 | 0.650 | 0.479 | ||
0.894 | 0.932 | 0.901 | 0.760 | 0.626 | ||
0.05 | 0.946 | 0.950 | 0.911 | 0.766 | 0.563 | |
0.937 | 0.929 | 0.897 | 0.758 | 0.575 | ||
0.948 | 0.951 | 0.907 | 0.774 | 0.583 | ||
0.967 | 0.971 | 0.928 | 0.825 | 0.628 | ||
0.03 | 0.938 | 0.924 | 0.903 | 0.844 | 0.704 | |
0.903 | 0.891 | 0.864 | 0.775 | 0.609 | ||
0.907 | 0.893 | 0.865 | 0.778 | 0.613 | ||
0.976 | 0.972 | 0.952 | 0.891 | 0.773 |
Note: In each cell, from top to bottom, the results displayed are accuracy without domain adaptation, IE accuracy, SC accuracy and 3D-ADA accuracy. The highest one is highlighted in bold.