Few-shot Classification on CIFAR FS
92.16AccuracyPT+MAP (s+f)
Evaluation Results
| Method | Links | |
|---|---|---|
| PT+MAP (s+f)backbone=WRN-28-10, shots=5-shot2021.05 | 92.16 | |
| PT+MAPbackbone=WRN-28-10, shots=5-shot2021.05 | 90.68 | |
| DPGNbackbone=ResNet12, shots=5-shot2021.05 | 90.2 | |
| PT+MAP (s+f)backbone=WRN-28-10, shots=1-shot2021.05 | 89.5 | |
| PT+MAPbackbone=WRN-28-10, shots=1-shot2021.05 | 87.69 | |
| S2M2_Rbackbone=WRN-28-10, shots=5-shot2021.05 | 87.47 | |
| DPGNbackbone=ResNet12, shots=1-shot2021.05 | 77.9 | |
| S2M2_Rbackbone=WRN-28-10, shots=1-shot2021.05 | 74.81 | |
| ProtoNetbackbone=ConvNet, shots=5-shot2021.05 | 72 | |
| RelationNetbackbone=ConvNet, shots=5-shot2021.05 | 72 | |
| MAMLbackbone=ConvNet, shots=5-shot2021.05 | 71.5 | |
| MAMLbackbone=ConvNet, shots=1-shot2021.05 | 58.9 | |
| ProtoNetbackbone=ConvNet, shots=1-shot2021.05 | 55.5 | |
| RelationNetbackbone=ConvNet, shots=1-shot2021.05 | 55 |