Few-shot Image Classification on mini-CUB (test)
66.58AccuracyLRP-CAN
Evaluation Results
| Method | Links | |
|---|---|---|
| LRP-CANShots=5, Inference Mode=Inductive, explanation-guided=true2020.07 | 66.58 | |
| LRP-CANShots=5, Inference Mode=Transductive, explanation-guided=true2020.07 | 66.57 | |
| LRP-GNNWay=5, Shot=52020.07 | 64.44 | |
| GNNWay=5, Shot=52020.07 | 63.91 | |
| CANShots=5, Inference Mode=Inductive2020.07 | 63.09 | |
| CANShots=5, Inference Mode=Transductive2020.07 | 62.09 | |
| LRP-RNShots=5, Inference Mode=Inductive, explanation-guided=true2020.07 | 59.3 | |
| LRP-RNShots=5, Inference Mode=Transductive, explanation-guided=true2020.07 | 59.22 | |
| RNShots=5, Inference Mode=Transductive2020.07 | 59.1 | |
| RNShots=5, Inference Mode=Inductive2020.07 | 58.75 | |
| LRP-CANShots=1, Inference Mode=Transductive, explanation-guided=true2020.07 | 48.35 | |
| LRP-GNNWay=5, Shot=12020.07 | 48.29 | |
| GNNWay=5, Shot=12020.07 | 46.76 | |
| CANShots=1, Inference Mode=Transductive2020.07 | 46.63 | |
| LRP-CANShots=1, Inference Mode=Inductive, explanation-guided=true2020.07 | 46.23 | |
| CANShots=1, Inference Mode=Inductive2020.07 | 44.91 | |
| LRP-RNShots=1, Inference Mode=Transductive, explanation-guided=true2020.07 | 42.88 | |
| RNShots=1, Inference Mode=Transductive2020.07 | 42.52 | |
| LRP-RNShots=1, Inference Mode=Inductive, explanation-guided=true2020.07 | 42.44 | |
| RNShots=1, Inference Mode=Inductive2020.07 | 41.98 |