Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Prototypical Networks | 54.6 | No | Prototypical Networks for Few-shot Learning | 2017-03-15 | Code |
| 2 | DA-SJE Reed et al. (2016) | 50.9 | No | Learning Deep Representations of Fine-grained Vi... | 2016-05-17 | Code |
| 3 | DS-SJE Reed et al. (2016) | 50.4 | No | Learning Deep Representations of Fine-grained Vi... | 2016-05-17 | Code |
| 4 | SJE Akata et al. (2015) | 50.1 | No | Evaluation of Output Embeddings for Fine-Grained... | 2014-09-30 | Code |