模型

5-way1-shot (%)

5-way 5-shot (%)

MAML

55.36 ± 0.45

73.38 ± 0.56

Matching nets

51.87 ± 0.85

79.09 ± 0.57

TriNet

66.61 ± 0.45

82.10 ± 0.35

PN

66.09 ± 0.92

80.50 ± 0.58

Ours

73.76 ± 0.89

87.35 ± 0.76