Few-shot Image Classification on mini-Plantae (test)
54.52AccuracyGNN
Evaluation Results
| Method | Links | |
|---|---|---|
| GNNWay=5, Shot=52020.07 | 54.52 | |
| LRP-GNNWay=5, Shot=52020.07 | 54.46 | |
| LRP-CANShots=5, Inference Mode=Inductive, explanation-guided=true2020.07 | 53.25 | |
| LRP-CANShots=5, Inference Mode=Transductive, explanation-guided=true2020.07 | 51.63 | |
| CANShots=5, Inference Mode=Inductive2020.07 | 50.45 | |
| CANShots=5, Inference Mode=Transductive2020.07 | 48.67 | |
| LRP-RNShots=5, Inference Mode=Inductive, explanation-guided=true2020.07 | 48.09 | |
| LRP-RNShots=5, Inference Mode=Transductive, explanation-guided=true2020.07 | 47.67 | |
| RNShots=5, Inference Mode=Inductive2020.07 | 47.4 | |
| RNShots=5, Inference Mode=Transductive2020.07 | 46.51 | |
| LRP-CANShots=1, Inference Mode=Transductive, explanation-guided=true2020.07 | 38.48 | |
| LRP-CANShots=1, Inference Mode=Inductive, explanation-guided=true2020.07 | 38.23 | |
| LRP-GNNWay=5, Shot=12020.07 | 37.49 | |
| GNNWay=5, Shot=12020.07 | 37.39 | |
| CANShots=1, Inference Mode=Transductive2020.07 | 36.69 | |
| CANShots=1, Inference Mode=Inductive2020.07 | 36.57 | |
| LRP-RNShots=1, Inference Mode=Inductive, explanation-guided=true2020.07 | 34.8 | |
| LRP-RNShots=1, Inference Mode=Transductive, explanation-guided=true2020.07 | 34.54 | |
| RNShots=1, Inference Mode=Transductive2020.07 | 33.69 | |
| RNShots=1, Inference Mode=Inductive2020.07 | 33.53 |