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ResearchFormerly WizWand

Few-shot Classification on CIFAR FS

92.16AccuracyPT+MAP (s+f)
53.513663.546873.5883.6132May 11, 2021
Updated 8mo ago

Evaluation results

MethodLinks
PT+MAP (s+f)backbone=WRN-28-10, shots=5-shot2021.0592.16
PT+MAPbackbone=WRN-28-10, shots=5-shot2021.0590.68
DPGNbackbone=ResNet12, shots=5-shot2021.0590.2
PT+MAP (s+f)backbone=WRN-28-10, shots=1-shot2021.0589.5
PT+MAPbackbone=WRN-28-10, shots=1-shot2021.0587.69
S2M2_Rbackbone=WRN-28-10, shots=5-shot2021.0587.47
DPGNbackbone=ResNet12, shots=1-shot2021.0577.9
S2M2_Rbackbone=WRN-28-10, shots=1-shot2021.0574.81
ProtoNetbackbone=ConvNet, shots=5-shot2021.0572
RelationNetbackbone=ConvNet, shots=5-shot2021.0572
MAMLbackbone=ConvNet, shots=5-shot2021.0571.5
MAMLbackbone=ConvNet, shots=1-shot2021.0558.9
ProtoNetbackbone=ConvNet, shots=1-shot2021.0555.5
RelationNetbackbone=ConvNet, shots=1-shot2021.0555