Few-shot Image Classification on mini-Places (test)
74.45AccuracyLRP-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| LRP-GNNWay=5, Shot=52020.07 | 74.45 | |
| GNNWay=5, Shot=52020.07 | 72.14 | |
| LRP-GNNWay=5, Shot=12020.07 | 54.83 | |
| GNNWay=5, Shot=12020.07 | 54.64 | |
| LRP-CANShots=5, Inference Mode=Transductive, explanation-guided=true2020.07 | 0.769 | |
| LRP-CANShots=5, Inference Mode=Inductive, explanation-guided=true2020.07 | 0.7491 | |
| CANShots=5, Inference Mode=Transductive2020.07 | 0.7444 | |
| CANShots=5, Inference Mode=Inductive2020.07 | 0.7294 | |
| LRP-RNShots=5, Inference Mode=Transductive, explanation-guided=true2020.07 | 0.6825 | |
| RNShots=5, Inference Mode=Transductive2020.07 | 0.6743 | |
| LRP-RNShots=5, Inference Mode=Inductive, explanation-guided=true2020.07 | 0.669 | |
| RNShots=5, Inference Mode=Inductive2020.07 | 0.6647 | |
| LRP-CANShots=1, Inference Mode=Transductive, explanation-guided=true2020.07 | 0.616 | |
| CANShots=1, Inference Mode=Transductive2020.07 | 0.607 | |
| LRP-CANShots=1, Inference Mode=Inductive, explanation-guided=true2020.07 | 0.5696 | |
| CANShots=1, Inference Mode=Inductive2020.07 | 0.569 | |
| RNShots=1, Inference Mode=Transductive2020.07 | 0.5363 | |
| LRP-RNShots=1, Inference Mode=Transductive, explanation-guided=true2020.07 | 0.5307 | |
| RNShots=1, Inference Mode=Inductive2020.07 | 0.5087 | |
| LRP-RNShots=1, Inference Mode=Inductive, explanation-guided=true2020.07 | 0.5059 |