MedRepBench - Reference Range Recall (OCR-Assisted): leaderboard
Metric: Field-level recall (%; reference range of each ground-truth lab item, matched by exact normalized item name within the model's top-K items, K = number of reference items; VLM on the report image plus OCR text). Source: arxiv.org. Saturation forecast: Estimated already saturated. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Llama 4 Maverick | 90.74 |
| 2 | InternVL3-38B | 89.88 |
| 3 | InternVL3-14B | 88.81 |
| 4 | InternVL3-8B | 88.8 |
| 5 | Qwen 2.5 VL 7B | 85.07 |
| 6 | Llama 4 Scout | 77.91 |
Interactive version: theaggregate.ai/benchmark?slug=medrepbench-reference-range-recall-ocr-assisted · How It Works · Data refreshed daily, snapshot 2026-09-26.