This package contains the datasets, experimental results, and source code of the paper <em>Comparing Multi-Objective Surrogate Models For Binary Petroleum Well Placement</em>. The following files are included: <ul> <li>File <em>datasets.zip</em>: contains the datasets (from D1 to D5) used in the experiments.</li> <li>File <em>experimental_results.zip</em>: contains the complete experimental results.</li> <li>File <em>source_code.zip</em>: contains the source code for the experimental setup, with the Python code (in a Jupyter Notebook) that was used to evaluate the surrogate models.</li> </ol>