| Paper | Code | average top-1 classification accuracy | Accuracy Seen | Accuracy Unseen | H | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| Exploring Data Efficiency in Zero-Shot Learning with Diffusion Models | 86.4 | ZeroDiff | 2024-06-05 | ||||
| Zero-Shot Learning with Common Sense Knowledge Graphs | ✓ Link | 78.08 | ZSL-KG | 2020-06-18 | |||
| Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification | ✓ Link | 72.2 | ZSL_TF-VAEGAN | 2020-03-17 | |||
| DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning | ✓ Link | 69.9 | 84.7 | 63.7 | 72.7 | DUET (Ours) | 2022-07-04 |