HealthAgentBench - Pathology Tumor Area Selection: leaderboard
Metric: Whole-slide pathology tumor area selection (10 tasks; success when tile-level F1 against the gold tumor mask is at least 0.90): 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 October 2027. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.5 (xHigh) | 40 |
| 2 | Claude Opus 4.8 (xHigh) | 20 |
| 3 | GPT-5.3 Codex (xHigh) | 17 |
| 4 | Claude Opus 4.7 (xHigh) | 10 |
| 5 | GPT-5.4 (xHigh) | 7 |
| 6 | GPT-5.4 Mini (xHigh) | 0 |
Interactive version: theaggregate.ai/benchmark?slug=healthagentbench-pathology-tumor-area-selection · How It Works · Data refreshed daily, snapshot 2026-09-29.