MedStreamBench - Future Responsiveness: leaderboard

Metric: Responsiveness (%; timing of the first non-unanswerable answer relative to the time the future event becomes answerable in streaming rounds, with early, late and missed answers penalized; 0-1 x100). Source: arxiv.org. Saturation forecast: Around December 2026. 9 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro36.36
2Lingshu-7B9.53
3InternVL3.5-8B7.1
4Qwen 2.5 VL 7B5.33

Interactive version: theaggregate.ai/benchmark?slug=medstreambench-future-responsiveness · How It Works · Data refreshed daily, snapshot 2026-09-29.