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ResearchFormerly WizWand

Few-shot Image Classification on mini-CUB (test)

66.58AccuracyLRP-CAN
40.99647.63854.2860.922Jul 17, 2020
Updated 8mo ago

Evaluation results

MethodLinks
LRP-CANShots=5, Inference Mode=Inductive, explanation-guided=true2020.0766.58
LRP-CANShots=5, Inference Mode=Transductive, explanation-guided=true2020.0766.57
LRP-GNNWay=5, Shot=52020.0764.44
GNNWay=5, Shot=52020.0763.91
CANShots=5, Inference Mode=Inductive2020.0763.09
CANShots=5, Inference Mode=Transductive2020.0762.09
LRP-RNShots=5, Inference Mode=Inductive, explanation-guided=true2020.0759.3
LRP-RNShots=5, Inference Mode=Transductive, explanation-guided=true2020.0759.22
RNShots=5, Inference Mode=Transductive2020.0759.1
RNShots=5, Inference Mode=Inductive2020.0758.75
LRP-CANShots=1, Inference Mode=Transductive, explanation-guided=true2020.0748.35
LRP-GNNWay=5, Shot=12020.0748.29
GNNWay=5, Shot=12020.0746.76
CANShots=1, Inference Mode=Transductive2020.0746.63
LRP-CANShots=1, Inference Mode=Inductive, explanation-guided=true2020.0746.23
CANShots=1, Inference Mode=Inductive2020.0744.91
LRP-RNShots=1, Inference Mode=Transductive, explanation-guided=true2020.0742.88
RNShots=1, Inference Mode=Transductive2020.0742.52
LRP-RNShots=1, Inference Mode=Inductive, explanation-guided=true2020.0742.44
RNShots=1, Inference Mode=Inductive2020.0741.98