| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Few-shot recognition | Animals with Attributes (AwA) 1 (test) | Top-1 Accuracy94.4 | 24 | |
| Zero-shot recognition | Animals with Attributes (AwA) | Accuracy76.33 | 24 | |
| Image Classification | Animals with Attributes (AwA) (Standard Split) | Hit@1 Accuracy88.1 | 21 | |
| Image Retrieval | Animals with Attributes (AwA) (test (Vte)) | mAP68.1 | 8 | |
| Image Retrieval | Animals with Attributes (AwA) unlabeled (Vut) (train) | mAP74.2 | 8 | |
| Classification | Animals With Attributes (AWA) zero-shot (test) | Top-1 Acc (ϕ^0,1)52 | 4 |