Research Article

EW-CACTUs-MAML: A Robust Metalearning System for Rapid Classification on a Large Number of Tasks

Table 2

Comparisons of the performance of EW-CACTUs-ProtoNets and CACTUs-ProtoNets on Miniimagenet with k = 100 for each partition.

DatasetAlgorithmTrain lossTrain acc (%)Val lossVal acc (%)

Miniimagenet (5-way/1-shot)EW-CACTUs-ProtoNets0.872432568.351.34494448.52
CACTUs-ProtoNets0.835389868.861.313852148.78