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ResearchFormerly WizWand

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

54.52AccuracyGNN
32.690438.357744.02549.6923Jul 17, 2020
Updated 8mo ago

Evaluation results

MethodLinks
GNNWay=5, Shot=52020.0754.52
LRP-GNNWay=5, Shot=52020.0754.46
LRP-CANShots=5, Inference Mode=Inductive, explanation-guided=true2020.0753.25
LRP-CANShots=5, Inference Mode=Transductive, explanation-guided=true2020.0751.63
CANShots=5, Inference Mode=Inductive2020.0750.45
CANShots=5, Inference Mode=Transductive2020.0748.67
LRP-RNShots=5, Inference Mode=Inductive, explanation-guided=true2020.0748.09
LRP-RNShots=5, Inference Mode=Transductive, explanation-guided=true2020.0747.67
RNShots=5, Inference Mode=Inductive2020.0747.4
RNShots=5, Inference Mode=Transductive2020.0746.51
LRP-CANShots=1, Inference Mode=Transductive, explanation-guided=true2020.0738.48
LRP-CANShots=1, Inference Mode=Inductive, explanation-guided=true2020.0738.23
LRP-GNNWay=5, Shot=12020.0737.49
GNNWay=5, Shot=12020.0737.39
CANShots=1, Inference Mode=Transductive2020.0736.69
CANShots=1, Inference Mode=Inductive2020.0736.57
LRP-RNShots=1, Inference Mode=Inductive, explanation-guided=true2020.0734.8
LRP-RNShots=1, Inference Mode=Transductive, explanation-guided=true2020.0734.54
RNShots=1, Inference Mode=Transductive2020.0733.69
RNShots=1, Inference Mode=Inductive2020.0733.53