Metric: Per-Class Accuracy (1-shot) (higher is better)
| # | Model↕ | Per-Class Accuracy (1-shot)▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MVCN | 69.9 | No | Better Generalized Few-Shot Learning Even Withou... | 2022-11-29 | Code |
| 2 | CADA-VAE | 69.6 | No | Generalized Zero- and Few-Shot Learning via Alig... | 2018-12-05 | Code |
| 3 | DA-VAE | 68 | No | - | - | Code |
| 4 | DRAGON | 67.1 | No | From Generalized zero-shot learning to long-tail... | 2020-04-05 | Code |
| 5 | CA-VAE | 64 | No | - | - | Code |
| 6 | REVISE | 56.1 | No | Learning Robust Visual-Semantic Embeddings | 2017-03-17 | - |