Few Shot Learning On Fgvc Aircraft 1
Metrics
12-shot Accuracy
16-shot Accuracy
4-shot Accuracy
8-shot Accuracy
Harmonic mean
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | 12-shot Accuracy | 16-shot Accuracy | 4-shot Accuracy | 8-shot Accuracy | Harmonic mean |
|---|---|---|---|---|---|
| counterfactual-attention-learning-for-fine | 67.6 | 74.3 | 35.2 | 55.4 | 35.2 |
| is-synthetic-data-from-diffusion-models-ready | 65.8 | 72.5 | 34.5 | 54.6 | 34.5 |
| advancing-fine-grained-classification-by | 75.4 | 78.9 | 52.2 | 67.2 | 52.2 |
| variational-prompt-tuning-improves | - | - | - | - | 34.69 |