CaReCoS - Inferred Questions: leaderboard
Metric: Accuracy (%) of one-to-two-sentence answers to clinically grounded questions about a mel-spectrogram image of the recording, judged by an LLM against the reference (strict factual matching for explicit questions, relaxed semantic matching for inferred ones); the 2,520 inferred questions that require clinical reasoning grounded in the spectrogram; higher is better. Source: arxiv.org. Saturation forecast: Around December 2026. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.1 | 84.6 |
| 2 | Gemini 2.5 Pro | 71.2 |
| 3 | Gemini 2.5 Flash | 42.5 |
| 4 | Qwen2.5-Omni-7B | 25.2 |
Interactive version: theaggregate.ai/benchmark?slug=carecos-inferred-questions · How It Works · Data refreshed daily, snapshot 2026-09-29.