| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Object Attribute Prediction | VAW 1.0 (test) | mAP68.52 | 16 | |
| Compositional Zero-Shot Learning | VAW CZSL (test) | HM34.6 | 14 | |
| Structured Vision-Language Concept Learning | VAW 4-task sequence (test) | Final Accuracy87.5 | 12 | |
| Compositional Zero-Shot Learning | VAW CZSL (val) | V@33.5 | 7 | |
| Open-vocabulary object detection | VAW (Visual Attributes in the Wild) (test) | Novel AP67 | 3 |