| Paper | Code | Per-Class Accuracy (1-shot) | Per-Class Accuracy (2-shots) | Per-Class Accuracy (5-shots) | Per-Class Accuracy (10-shots) | Per-Class Accuracy (20-shots) | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|
| Better Generalized Few-Shot Learning Even Without Base Data | ✓ Link | 57.3 | 61.6 | 65.4 | 67.8 | - | MVCN | 2022-11-29 |
| Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders | ✓ Link | 55.2 | 59.2 | 63.0 | 64.9 | 66.0 | CADA-VAE | 2019-06-01 |
| Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders | ✓ Link | 50.6 | 54.4 | 59.6 | 62.2 | CA-VAE | 2019-06-01 | |
| Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders | ✓ Link | 49.2 | 54.6 | 58.8 | 60.8 | DA-VAE | 2019-06-01 | |
| Learning Robust Visual-Semantic Embeddings | 36.3 | 41.1 | 44.6 | 50.9 | REVISE | 2017-03-17 |