| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Open-world FGVR Total (All) | Fine-R1-7B | Average Accuracy74.8 | 28 | 3mo ago | |
| Open-world FGVR Unseen Categories | Fine-R1-7B | Accuracy (Air)65.21 | 28 | 3mo ago | |
| Open-world FGVR (Seen Categories) | Fine-R1-7B | Accuracy (Air)73.53 | 28 | 3mo ago | |
| Stanford Dogs (val) | FiGKD | Top-1 Acc74.38 | 24 | 2mo ago | |
| Stanford40 (val) | FiGKD | Top-1 Accuracy60.21 | 24 | 2mo ago | |
| CUB200 (val) | FiGKD | Top-1 Accuracy71.97 | 24 | 2mo ago | |
| CUB (test) | DIFFUSEMIX | All-Shot Accuracy79.37 | 16 | 3mo ago | |
| Flower-102 (test) | EM96.5 | 9 | 1mo ago | ||
| Bird-200 (test) | EM89.7 | 9 | 1mo ago | ||
| Pet-37 (test) | EM84.4 | 9 | 1mo ago | ||
| Dog-120 (test) | EM85.8 | 9 | 1mo ago | ||
| Flower-102 | CaSED | cACC67.2 | 5 | 16d ago |
