LongMedBench - Visit Cloze: leaderboard

Metric: Mean Kendall tau (-1 to 1; agreement between the ordering given by the model and the true chronological order, averaged over 6,776 items; visit cloze: reinsert masked, timestamped intervention events of one visit into their original positions; MIMIC-IV patients with long multi-visit event streams; naive long-context agent, provider default configuration). Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.

Top models

#ModelScore
1DeepSeek V3.2 (Thinking)0.97
2GPT-5 Mini0.93
3DeepSeek V3.2 (Non-reasoning)0.32
4Qwen Turbo0.05

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