HAERAE-Vision - Health/Medical: leaderboard

The 21 health and medical questions of HAERAE-Vision (What Users Leave Unsaid, Choi et al., ACL 2026 Findings): real Korean community questions about symptoms and other health concerns shown in photos, in the users' original under-specified wording. A GPT-5-mini judge scores each answer against a 1-5 item checklist (met 1, partly met 0.5, not met 0); the score is the mean checklist credit per question, in percent, averaged over three runs; higher is better.

Metric: Checklist Score (%; original under-specified queries, GPT-5-mini judge, mean of 3 runs). Source: arxiv.org. Saturation forecast: Around February 2027. 45 models tracked.

Top models

#ModelScoreOverall rank
1GPT-562.61#163
2Gemini 2.5 Pro62.17#262
3GPT-5 Mini60.45#349
4Qwen 3 VL 30B A3B (Thinking)56.38#710
5Qwen 3 VL 32B Instruct56.3#582
6Gemini 2.5 Flash56.1#452
7Qwen 3 VL 30B A3B Instruct54.71#870
8Qwen 3 VL 235B A22B Instruct54.44#521
9Qwen 3 VL 32B (Thinking)52.39#557
10Qwen 3 VL 235B A22B (Thinking)52.12#451
11Qwen 3 VL 8B (Thinking)49.55#887
12GPT-5 Nano45.98#888
13Qwen 3 VL 8B Instruct45.65#982
14Qwen 3 VL 4B (Thinking)45.07#1303
15Gemini 2.5 Flash Lite43.54#958

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=haerae-vision-health-medical · How It Works · Data refreshed daily, snapshot 2026-11-12.