Write a research report on imputation of missing data from traffic data using deep learning approaches.

Write a research report on imputation of missing data from traffic data using deep learning approaches.The aim of this paper is to compare well-known models such as Transformer-based, Gan-based, Saits compared to 2 basic methods such as median & last value. The work is technical, so it will only take running the models and presenting the results. It has become the data preprocessing of the dataset and a large piece of code in terms of the above models. In order to complete the required pages, you may need an addition to the models or a comparison with another dataset. I am attaching a similar work.