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ResearchFormerly WizWand

20-way Few-Shot Classification on ImageNet mini

32.91-shot AccRELATIONNET2 (DCN)
15.833620.264324.69529.1257Nov 17, 2018
Updated 8mo ago

Evaluation results

MethodLinks
RELATIONNET2 (DCN)Embedding=SENet2018.1132.951.37
RELATIONNET2 (DCN)Embedding=ResNet-122018.1131.6550.25
RELATIONNET2 (DCN)Embedding=Conv-42018.1127.5639.56
META SGDEmbedding=Conv-4, requires gradient-based optimisation at meta-test time=true2018.1117.5628.92
MATCHING NETSEmbedding=Conv-42018.1117.3122.69
META LSTMEmbedding=Conv-4, requires gradient-based optimisation at meta-test time=true2018.1116.726.06
MAMLEmbedding=Conv-4, requires gradient-based optimisation at meta-test time=true2018.1116.4919.29