MedProbeBench (Deep Research Agents) - Evidence Verification: leaderboard
Metric: Evidence verification (x100): task-weighted composite of claim recall, search effectiveness (reference recall) and factual consistency of cited claims, for deep research agents on MedProbeBench: each system writes a complete clinical guideline for 50 WHO-classification tumor entities (one run per task), compared with the expert guideline; higher is better. Source: arxiv.org. Saturation forecast: Around March 2027. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Sonar Deep Research | 53.6 |
| 2 | O4 Mini Deep Research | 50.2 |
| 3 | Tongyi DeepResearch 30B A3B | 26.1 |
Interactive version: theaggregate.ai/benchmark?slug=medprobebench-deep-research-agents-evidence-verification · How It Works · Data refreshed daily, snapshot 2026-10-07.