You can replicate the results from the paper with the replication-notebook-deepfake-detection-crowds-machines.ipynb jupyter notebook.
You can download the stimuli from the Deepfake Detection Challenge Dataset from the official website, and you can find the additional stimuli from the videos folder, which are based on the following 4 Youtube videos: Putin Fake, Putin, Jung-un Fake, Jung-un