To install requirements:
pip install -r requirements.txt
To train the model(s) in the paper, run this command:
python main.py --data Cifar10 --method LADA
- Data will be downloaded to folder 'data'.
- Result will be recorded to folder 'Results'.
Our model achieves the following performance on active learning settings:
Model name | FashionMNIST | SVHN | CIFAR-10 | CIFAR-100 |
---|---|---|---|---|
LADA | 83.68% | 75.72% | 53.45% | 46.92% |