| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Leveraging the Feature Distribution in Transfer-based Few-Shot Learning | ✓ Link | 90.03 | PT+MAP | 2020-06-06 |
| Adaptive Cross-Modal Few-Shot Learning | ✓ Link | 81.57 | AM3-TADAM | 2019-02-19 |
| TADAM: Task dependent adaptive metric for improved few-shot learning | ✓ Link | 80.8 | TADAM | 2018-05-23 |
| Discriminative k-shot learning using probabilistic models | 78.5 | ResNet-34 (Isotropic Gaussian) | 2017-06-01 | |
| Prototypical Networks for Few-shot Learning | ✓ Link | 74.3 | Prototypical Networks | 2017-03-15 |