| Paper | Code | Harmonic mean | 4-shot Accuracy | 8-shot Accuracy | 12-shot Accuracy | 16-shot Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|
| Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation | ✓ Link | 52.2 | 52.2 | 67.2 | 75.4 | 78.9 | SaSPA + CAL | 2024-06-20 |
| Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification | ✓ Link | 35.2 | 35.2 | 55.4 | 67.6 | 74.3 | CAL | 2021-08-19 |
| Bayesian Prompt Learning for Image-Language Model Generalization | ✓ Link | 34.69 | Variational Prompt Tuning | 2022-10-05 | ||||
| Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? | ✓ Link | 34.5 | 34.5 | 54.6 | 65.8 | 72.5 | Real-Guidance + CAL | 2023-05-22 |