ASD-Bench introduces a four-axis benchmark for autism spectrum disorder screening across children, adolescents, and adults. It gives researchers a more structured way to compare classical ML, deep learning, and foundation models on a clinically sensitive task.
arXiv:2605.11091v1 Announce Type: new Abstract: Automated ASD screening tools remain limited by single-architecture evaluations, axis-restricted assessment, and near-exclusive focus on adult cohorts, obscuring age-specific diagnostic patterns critical for early intervention. We introduce ASD-Bench, a systematic tabular benchmark evaluating ML, deep learning, and foundation model configurations across three age cohorts (children 1-11 yr, adolescents 12-16 yr, adults 17-64 yr) on four axes…