This supplementary material accompanies the paper "JPEG AI Image Compression Artifacts: Detection Methods and Dataset", submitted to ICIP 2025. It presents a detailed evaluation of hyperparameter selection for the proposed artifact detection methods, demonstrating their impact on performance.