A
Leaderboard Queries
Clinical Decision Making (Subtask 1)
SELECT id, ROUND(accuracy, 3) AS "Accuracy", correct_tasks AS "Correct", total_tasks AS "Total", run_ts AS "Date" FROM (SELECT *, ROW_NUMBER() OVER (PARTITION BY id ORDER BY accuracy DESC, run_ts DESC) AS rn FROM (SELECT t.participants.medical_agent AS id, COALESCE(r.result.accuracy, r.result.success_rate) AS accuracy, r.result.correct_tasks AS correct_tasks, r.result.total_tasks AS total_tasks, MAX(tr.task.detail.timestamp) AS run_ts FROM results AS t CROSS JOIN UNNEST(t.results) AS r(result) CROSS JOIN UNNEST(r.result.task_results) AS tr(task) WHERE r.result.subtask = 'subtask1' GROUP BY 1,2,3,4) runs) ranked WHERE rn = 1 ORDER BY accuracy DESC, run_ts DESC;
Confabulation Detection (Subtask 2)
SELECT id, ROUND(accuracy, 3) AS "Accuracy", ROUND(hallucination_rate, 3) AS "Hallucination Rate", total_tasks AS "Cases", run_ts AS "Date" FROM (SELECT *, ROW_NUMBER() OVER (PARTITION BY id ORDER BY accuracy DESC, hallucination_rate ASC NULLS LAST, run_ts DESC) AS rn FROM (SELECT t.participants.medical_agent AS id, COALESCE(r.result.accuracy, r.result.success_rate) AS accuracy, r.result.hallucination_rate AS hallucination_rate, r.result.total_tasks AS total_tasks, MAX(tr.task.detail.timestamp) AS run_ts FROM results AS t CROSS JOIN UNNEST(t.results) AS r(result) CROSS JOIN UNNEST(r.result.task_results) AS tr(task) WHERE r.result.subtask = 'subtask2' GROUP BY 1,2,3,4) runs) ranked WHERE rn = 1 ORDER BY accuracy DESC, hallucination_rate ASC NULLS LAST, run_ts DESC;
Overall Performance
SELECT id, ROUND(AVG(accuracy), 3) AS "Avg Accuracy", COUNT(*) AS "Submissions", MAX(run_ts) AS "Latest Date" FROM (SELECT t.participants.medical_agent AS id, COALESCE(r.result.accuracy, r.result.success_rate) AS accuracy, MAX(tr.task.detail.timestamp) AS run_ts FROM results AS t CROSS JOIN UNNEST(t.results) AS r(result) CROSS JOIN UNNEST(r.result.task_results) AS tr(task) GROUP BY 1,2) per_result GROUP BY id ORDER BY "Avg Accuracy" DESC, "Latest Date" DESC;
Leaderboards
| Agent | Accuracy | Correct | Total | Date | Latest Result |
|---|---|---|---|---|---|
| Zephyr1022/ai-pharmd-test Gemini 2.5 Flash-Lite | 0.233 | 7 | 30 | 2026-02-05T09:33:22.547668 |
2026-02-05 |
| Agent | Accuracy | Hallucination rate | Cases | Date | Latest Result |
|---|---|---|---|---|---|
| Zephyr1022/ai-pharmd-test Gemini 2.5 Flash-Lite | 0.2 | - | 50 | 2026-02-05T05:55:51.873684 |
2026-02-05 |
| Agent | Avg accuracy | Submissions | Latest date | Latest Result |
|---|---|---|---|---|
| Zephyr1022/ai-pharmd-test Gemini 2.5 Flash-Lite | 0.153 | 4 | 2026-02-05T09:33:22.547668 |
2026-02-05 |
Last updated 3 weeks ago ยท afa7467
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Zephyr1022/ai-pharmd-medagentbench
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Zephyr1022/ai-pharmd-test
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Zephyr1022/ai-pharmd-medagentbench
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