| Paper | Code | 4-shot Accuracy | 8-shot Accuracy | 12-shot Accuracy | 16-shot Accuracy | Harmonic mean | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|
| Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation | ✓ Link | 48.3 | 54.8 | 58.1 | 60.2 | SaSPA + CAL | 2024-06-20 | |
| Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? | ✓ Link | 41.5 | 50.6 | 54.5 | 57.4 | Real-Guidance + CAL | 2023-05-22 | |
| Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification | ✓ Link | 40.9 | 50.4 | 54.6 | 57.4 | CAL | 2021-08-19 | |
| Bayesian Prompt Learning for Image-Language Model Generalization | ✓ Link | 67.27 | Variational Prompt Tuning | 2022-10-05 |