ReXVQA - Negation Assessment: leaderboard
ReXVQA accuracy (%) on negation assessment questions (whether a finding is absent) about chest radiographs, from ReXrank Challenge V2.0; higher is better (Harvard Rajpurkar Lab, 2025).
Metric: Accuracy (%). Source: rexrank.ai. Saturation forecast: Estimated already saturated. 9 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | MedGemma-4B-IT | 89.79 | #2732 |
| 2 | Qwen 2.5 VL 7B Instruct | 88.02 | #1842 |
| 3 | Qwen 2 VL 7B Instruct | 70.48 | #2569 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=rexvqa-negation-assessment · How It Works · Data refreshed daily, snapshot 2026-11-12.