Compositional Zero-Shot Learning 벤치마크
Compositional Zero-Shot Learning on MIT-States
| Rank | Model | AUC | Attribute accuracy | Object accuracy | Seen accuracy | Top-1 accuracy % | Top-2 accuracy % | Top-3 accuracy % | Unseen accuracy | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | CANet | 5.4 | 30.2 | 32.6 | 29 | – | – | – | 26.2 | Learning Conditional Attributes for Compositional Zero-Shot Learning | wqshmzh/canet-czsl | 2023 |
| 2 | SymNet | – | – | – | – | 19.9 | 28.2 | 33.8 | – | Symmetry and Group in Attribute-Object Compositions | DirtyHarryLYL/SymNet | 2020 |