Compositional Zero-Shot Learning 벤치마크
Compositional Zero-Shot Learning on MIT-States, generalized split
| Rank | Model | H-Mean | Seen accuracy | Test AUC top 1 | Test AUC top 2 | Test AUC top 3 | Unseen accuracy | Val AUC top 1 | Val AUC top 2 | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | CAILA | 39.9 | 51.0 | 23.4 | - | - | 53.9 | - | - | CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning | zhaohengz/llamp · zhaohengz/caila | 2023 |
| 2 | SymNet | 16.1 | 24.4 | 3.0 | 7.6 | 12.3 | 25.2 | 4.3 | 9.8 | Symmetry and Group in Attribute-Object Compositions | DirtyHarryLYL/SymNet | 2020 |