Table IV. Summary TRE and DSC for the Fmax = 5, 15 variants at each step of few-Shot learning. values are presented ± SD. TRE in MM.
Fmax | F | Grad. Updates | Median TRE | Mean DSC |
---|---|---|---|---|
5 | 2 | 0 | 6.49 ± 3.80 | 0.79 ± 0.06 |
3 | 1 | 5.67 ± 3.94 | 0.82 ± 0.06 | |
4 | 2 | 4.58 ± 3.91 | 0.84 ± 0.05 | |
5 | 3 | 4.50 ± 3.93 | 0.85 ± 0.04 | |
15 | 2 | 0 | 7.19 ± 4.01 | 0.76 ± 0.04 |
3 | 1 | 6.82 ± 4.08 | 0.77 ± 0.05 | |
4 | 2 | 6.53 ± 4.19 | 0.78 ± 0.05 | |
5 | 3 | 6.33 ± 4.27 | 0.79 ± 0.05 | |
6 | 4 | 5.71 ± 4.16 | 0.80 ± 0.05 | |
7 | 5 | 5.51 ± 4.14 | 0.81 ± 0.06 | |
8 | 6 | 5.36 ± 4.10 | 0.81 ± 0.06 | |
9 | 7 | 5.44 ± 4.06 | 0.81 ± 0.06 | |
10 | 8 | 4.83 ± 4.03 | 0.81 ± 0.06 | |
11 | 9 | 4.37 ± 3.99 | 0.82 ± 0.06 | |
12 | 10 | 4.03 ± 3.96 | 0.83 ± 0.06 | |
13 | 11 | 3.86 ± 3.95 | 0.84 ± 0.06 | |
14 | 12 | 3.64 ± 4.01 | 0.84 ±0.06 | |
15 | 13 | 3.58 ± 4.00 | 0.84 ± 0.06 |