List your company
ResearchFormerly WizWand

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

74.45AccuracyLRP-GNN
-2.45186417.51304337.4779557.442857Jul 17, 2020
Updated 8mo ago

Evaluation results

MethodLinks
LRP-GNNWay=5, Shot=52020.0774.45
GNNWay=5, Shot=52020.0772.14
LRP-GNNWay=5, Shot=12020.0754.83
GNNWay=5, Shot=12020.0754.64
LRP-CANShots=5, Inference Mode=Transductive, explanation-guided=true2020.070.769
LRP-CANShots=5, Inference Mode=Inductive, explanation-guided=true2020.070.7491
CANShots=5, Inference Mode=Transductive2020.070.7444
CANShots=5, Inference Mode=Inductive2020.070.7294
LRP-RNShots=5, Inference Mode=Transductive, explanation-guided=true2020.070.6825
RNShots=5, Inference Mode=Transductive2020.070.6743
LRP-RNShots=5, Inference Mode=Inductive, explanation-guided=true2020.070.669
RNShots=5, Inference Mode=Inductive2020.070.6647
LRP-CANShots=1, Inference Mode=Transductive, explanation-guided=true2020.070.616
CANShots=1, Inference Mode=Transductive2020.070.607
LRP-CANShots=1, Inference Mode=Inductive, explanation-guided=true2020.070.5696
CANShots=1, Inference Mode=Inductive2020.070.569
RNShots=1, Inference Mode=Transductive2020.070.5363
LRP-RNShots=1, Inference Mode=Transductive, explanation-guided=true2020.070.5307
RNShots=1, Inference Mode=Inductive2020.070.5087
LRP-RNShots=1, Inference Mode=Inductive, explanation-guided=true2020.070.5059