Table III.
Summary TRE and DSC for the βmeta = 0.25, 1.0 variants at each step of few-Shot learning. values are presented ± SD. TRE in MM.
| βmeta | F | Grad. Updates | Median TRE | Mean DSC |
|---|---|---|---|---|
| 0.25 | 2 | 0 | 7.06 ± 4.00 | 0.75 ± 0.07 |
| 3 | 1 | 6.95 ± 3.95 | 0.76 ± 0.07 | |
| 4 | 2 | 6.44 ± 4.03 | 0.78 ± 0.06 | |
| 5 | 3 | 5.70 ± 3.88 | 0.80 ± 0.05 | |
| 6 | 4 | 5.35 ± 4.00 | 0.80 ± 0.05 | |
| 7 | 5 | 5.26 ± 4.04 | 0.81 ± 0.05 | |
| 8 | 6 | 4.62 ± 4.06 | 0.82 ± 0.05 | |
| 9 | 7 | 4.31 ± 4.11 | 0.83 ± 0.05 | |
| 10 | 8 | 4.33 ± 4.11 | 0.84 ± 0.05 | |
| 1.0 | 2 | 0 | 7.54 ± 3.76 | 0.79 ± 0.05 |
| 3 | 1 | 7.17 ± 3.77 | 0.81 ± 0.05 | |
| 4 | 2 | 6.62 ± 3.73 | 0.83 ± 0.05 | |
| 5 | 3 | 5.05 ± 3.64 | 0.84 ± 0.05 | |
| 6 | 4 | 4.41 ± 3.64 | 0.84 ± 0.04 | |
| 7 | 5 | 4.22 ± 3.71 | 0.85 ± 0.04 | |
| 8 | 6 | 3.64 ± 3.84 | 0.86 ± 0.04 | |
| 9 | 7 | 3.22 ± 3.93 | 0.87 ± 0.04 | |
| 10 | 8 | 3.29 ± 3.97 | 0.87 ± 0.04 |