Few-Shot Learning on DTD
Metric: 4-shot Accuracy (higher is better)
Metric: 4-shot Accuracy (higher is better)
| # | Model↕ | 4-shot Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SaSPA + CAL | 48.3 | No | Advancing Fine-Grained Classification by Structu... | 2024-06-20 | Code |
| 2 | Real-Guidance + CAL | 41.5 | No | Is Synthetic Data From Diffusion Models Ready fo... | 2023-05-22 | Code |
| 3 | CAL | 40.9 | No | Counterfactual Attention Learning for Fine-Grain... | 2021-08-19 | Code |