Few Shot Learning On Dtd
Metrics
12-shot Accuracy
16-shot Accuracy
4-shot Accuracy
8-shot Accuracy
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 |
|---|---|---|---|---|
| is-synthetic-data-from-diffusion-models-ready | 54.5 | 57.4 | 41.5 | 50.6 |
| variational-prompt-tuning-improves | - | - | - | - |
| advancing-fine-grained-classification-by | 58.1 | 60.2 | 48.3 | 54.8 |
| counterfactual-attention-learning-for-fine | 54.6 | 57.4 | 40.9 | 50.4 |