| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Multi-scale Adaptive Task Attention Network for Few-Shot Learning | 91.89 | MATANet | 2020-11-30 | |
| Multi-level Metric Learning for Few-shot Image Recognition | 91.05 | MML(KL) | 2021-03-21 | |
| Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning | ✓ Link | 89.6 | DN4-DA (k=1) | 2019-03-28 |
| Few-Shot Learning with Graph Neural Networks | ✓ Link | 71.25 | GNN++ | 2017-11-10 |
| Prototypical Networks for Few-shot Learning | ✓ Link | 52.93 | Prototypical Nets++ | 2017-03-15 |
| Matching Networks for One Shot Learning | ✓ Link | 44.70 | Matching Nets FCE++ | 2016-06-13 |