HealthAgentBench - X-ray Report Correction: leaderboard

Metric: Chest X-ray report correction (10 tasks; success when at least 3 of 5 judge votes find zero clinically significant errors): task success rate (%) over three attempts per task, a trial succeeding only when it meets the category success criterion; terminal environments in the Harbor framework, xhigh reasoning effort, web browsing disabled. Source: arxiv.org. Saturation forecast: Around August 2028. 10 models tracked.

Top models

#ModelScore
1GPT-5.4 (xHigh)40
2GPT-5.5 (xHigh)33
3GPT-5.3 Codex (xHigh)20
4Claude Opus 4.8 (xHigh)17
5Claude Opus 4.7 (xHigh)13
6GPT-5.4 Mini (xHigh)10

Interactive version: theaggregate.ai/benchmark?slug=healthagentbench-x-ray-report-correction · How It Works · Data refreshed daily, snapshot 2026-09-29.