方法 | 血液 | ||
1-shot | 5-shot | 10-shot | |
MAML [21] | 54.37 ± 0.89 | 56.54 ± 0.75 | 57.69 ± 0.66 |
Proto Net [12] | 57.4 ± 1.16 | 71.62 ± 0.95 | 73.23 ± 0.55 |
Relation Net [22] | 56.62 ± 0.99 | 61.14 ± 0.48 | 66.79 ± 0.66 |
Versa [23] | 59.63 ± 0.79 | 62.79 ± 0.53 | 64.63 ± 0.49 |
R2D2 [24] | 55.93 ± 0.79 | 68.06 ± 0.60 | 82.66 ± 0.47 |
ANIL [25] | 61.28 ± 0.81 | 72.62 ± 0.61 | 74.36 ± 0.64 |
MTL [26] | 59.07 ± 1.04 | 69.36 ± 0.65 | 70.55 ± 0.55 |
Ours | 68.06 ± 1.20 | 91.55 ± 0.61 | 94.54 ± 0.44 |