Few-Shot 5-way Classification on FC100 (1-shot and 5-shot)
51.27Accuracy (1-shot)MCT (Pair)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MCT (Pair)Backbone=ResNet-12, Inference Setting=Transductive2020.02 | 51.27 | 62.59 | |
| MCT (Instance)Backbone=ResNet-12, Inference Setting=Transductive2020.02 | 51.16 | 63.28 | |
| MCI (Instance)Backbone=ResNet-12, Inference Setting=Inductive2020.02 | 44.69 | 60.33 | |
| Fine-tuningBackbone=WRN-28-10, Inference Setting=Transductive2020.02 | 43.16 | 57.57 | |
| MCI (Pair)Backbone=ResNet-12, Inference Setting=Inductive2020.02 | 43.01 | 59.67 | |
| DenseBackbone=ResNet-12, Inference Setting=Inductive2020.02 | 42.04 | 57.05 | |
| MetaOpt-SVMBackbone=ResNet-12, Inference Setting=Inductive2020.02 | 41.1 | 55.5 | |
| TADAMBackbone=ResNet-12, Inference Setting=Inductive2020.02 | 40.1 | 56.1 |