Loss Architecture Search for Few-Shot Object Recognition

Table 3

Mean accuracy (%) ± CIs (%) of 8 state-of-the-art methods and LAS on the Omniglot dataset with Conv-4 as the backbone.

Method	20-way accuracy
	1-Shot	5-Shot
	88.2	97.0
	93.8	98.5
	95.0	98.6
Meta-	97.0	—
	96.0	98.9
	95.8 ± 0.3	98.9 ± 0.2
	95.12 ± 0.39	98.58 ± 0.10
MM-Net	97.16 ± 0.10	98.93 ± 0.05
LAS	97.69 ± 0.17	99.21 ± 0.09

Results from [32].Results from [33]. Results from [14].