方法 | 病理 | ||
1-shot | 5-shot | 10-shot | |
MAML [21] | 56.45 ± 0.84 | 74.16 ± 0.62 | 75.71 ± 0.58 |
Proto Net [12] | 60.03 ± 1.00 | 74.06 ± 0.57 | 79.30 ± 0.48 |
Relation Net [22] | 63.70 ± 0.35 | 69.96 ± 0.57 | 70.65 ± 0.55 |
Versa [23] | 63.04 ± 0.61 | 74.98 ± 0.66 | 75.55 ± 0.55 |
R2D2 [24] | 61.71 ± 0.67 | 71.44 ± 0.54 | 74.35 ± 0.54 |
ANIL [25] | 48.24 ± 0.87 | 64.29 ± 0.7 | 68.15 ± 0.74 |
MTL [26] | 57.55 ± 0.93 | 66.43 ± 0.67 | 70.20 ± 0.54 |
Ours | 78.50 ± 1.11 | 91.84 ± 0.57 | 94.93 ± 0.42 |