In Figure 1 of your paper, it appears to show bounding box annotations, but in the provided Annotations file, I couldn't find any related keys. The keys in the sequences dictionary are :
dict_keys(['width', 'height', 'id', 'seq_name', 'dataset', 'neg_category_ids', 'not_exhaustive_category_ids', 'fps', 'all_image_paths', 'annotated_image_paths', 'segmentations', 'track_category_ids']),
and there doesn't seem to be any bounding box labels. Does this dataset not include bounding box annotations?