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ResearchFormerly WizWand

Semi-supervised classification on tieredImageNet (test)

71.01AccuracyTPN-semi
49.034854.739960.44566.1501May 25, 2018
Updated 8mo ago

Evaluation results

MethodLinks
TPN-semiShots=5-shot, Distraction=false2018.0571.01
Soft k-MeansShots=5-shot, Distraction=false2018.0570.25
TPN-semiShots=5-shot, Distraction=true2018.0569.93
Masked Soft k-MeansShots=5-shot, Distraction=false2018.0569.88
Soft k-Means+ClusterShots=5-shot, Distraction=false2018.0569.42
Masked Soft k-MeansShots=5-shot, Distraction=true2018.0569.08
Soft k-MeansShots=5-shot, Distraction=true2018.0568.32
Soft k-Means+ClusterShots=5-shot, Distraction=true2018.0567.56
TPN-semiShots=1-shot, Distraction=false2018.0555.74
TPN-semiShots=1-shot, Distraction=true2018.0553.45
Masked Soft k-MeansShots=1-shot, Distraction=false2018.0552.39
Soft k-Means+ClusterShots=1-shot, Distraction=false2018.0551.85
Soft k-MeansShots=1-shot, Distraction=false2018.0551.52
Masked Soft k-MeansShots=1-shot, Distraction=true2018.0551.38
Soft k-Means+ClusterShots=1-shot, Distraction=true2018.0551.36
Soft k-MeansShots=1-shot, Distraction=true2018.0549.88