clinical-trial-audit-swarmbench

SwarmBench: Clinical Trial Compliance Audit is a benchmark designed to evaluate multi-agent reasoning, ontology grounding, temporal reconstruction, and deterministic schema synthesis across heterogeneous data sources. The task requires conducting an end-to-end protocol compliance audit for an active longitudinal clinical trial (FD-CLINITR-023DR) using multiple independent data modalities. Autonomous systems must determine whether enrolled participants remained eligible and compliant throughout the active study period (commencing 2024-06-15) according to the authoritative clinical study protocol. The benchmark exerts structural, temporal, and context pressure across unstructured documentation, a relational database, high-volume telemetry, and noisy narrative logs. The repository includes a Docker environment, reference solution, and verification tests. The expected output is a JSON file with summary metrics and a list of disqualified subjects, each with subject_id, protocol_condition, termination_date, and days_in_trial.