Holtercare-Bench - Heart Rate Extremum Timing (Video): leaderboard
Metric: Accuracy (%; multiple-choice closed QA on the millisecond timestamp of the fastest or slowest heart rate; the ECG rendered as a sliding-window video, accelerated or truncated to fit input limits; zero-shot on the held-out test cases of Holtercare-23K, 20 percent of 788 clinical Holter recordings of 13-24 hours). Source: arxiv.org. Saturation forecast: Around December 2026. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 56.37 |
| 2 | MiniCPM-V-4.5-8B | 39.17 |
| 3 | Lingshu-7B | 35.35 |
| 4 | InternVL3.5-8B | 26.11 |
Interactive version: theaggregate.ai/benchmark?slug=holtercare-bench-heart-rate-extremum-timing-video · How It Works · Data refreshed daily, snapshot 2026-09-29.