Fig. 6: Performance comparison of pretrained models fine-tuned using varying proportions of labeled data under a semi-supervised learning setting on ECG datasets.
Fine-tuning was performed using a supervised loss computed only on the labeled samples. Model performance is reported in terms of class-average F1 score.
