| Paper | Code | Per-Class Accuracy (1-shot) | Per-Class Accuracy (2-shots) | Per-Class Accuracy (5-shots) | Per-Class Accuracy (10-shots) | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| From Generalized zero-shot learning to long-tail with class descriptors | ✓ Link | 41.0 | 43.8 | 46.7 | 48.2 | DRAGON | 2020-04-05 |
| Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders | ✓ Link | 40.6 | 43.0 | 46.0 | 47.6 | DA-VAE | 2019-06-01 |
| Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders | ✓ Link | 37.8 | 41.4 | 44.2 | 45.8 | CADA-VAE | 2019-06-01 |
| Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders | ✓ Link | 37.8 | 40.8 | 43.6 | 45.1 | CA-VAE | 2019-06-01 |
| Learning Robust Visual-Semantic Embeddings | 27.4 | 33.4 | 37.4 | 40.8 | REVISE | 2017-03-17 |