| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Fine-grained Image Classification | CUB-200 2011 (test) | Consistency Score75.3 | 65 | |
| Image Classification | CUB-200 (test) | Accuracy88.59 | 62 | |
| Image Retrieval | CUB-200 (test) | R@186.6 | 26 | |
| Fine-Grained Visual Classification | CUB-200 | Accuracy91.8 | 24 | |
| Black-box Adversarial Attack (Image Retrieval) | CUB-200 (test) | Recall@161 | 9 | |
| Continual Learning | CUB-200 Split | Final Avg Accuracy90.9 | 8 | |
| Continual Generalized Category Discovery | CUB-200 (test) | Mean Forgetting (Mf)14.36 | 5 | |
| Fine-grained retrieval | CUB-200 2011 | Mean Rank (EN)57.22 | 4 |