Few-shot Image Classification on CIFAR-FS (novel)
87.691-shot AccPT+MAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PT+MAPSetting=Transductive, Backbone=WRN2020.06 | 87.69 | 90.68 | |
| Transfer+SGCSetting=Transductive, Backbone=WRN2020.06 | 83.9 | 88.76 | |
| DSN-MRSetting=Transductive, Backbone=ResNet122020.06 | 78 | 87.3 | |
| S2M2_RSetting=Inductive, Backbone=WRN2020.06 | 74.81 | 87.47 | |
| PT+NCMSetting=Inductive, Backbone=WRN2020.06 | 74.64 | 87.64 | |
| MAMLSetting=Inductive, Backbone=ConvNet322020.06 | 58.9 | 71.5 | |
| ProtoNetSetting=Inductive, Backbone=ConvNet642020.06 | 55.5 | 72 |