CURE (Clinical Diagnosis, History, Images and Findings): leaderboard
Metric: Open-ended diagnosis, Hit@1 in percent: share of cases whose reference diagnosis is among the model's top 1 ranked diagnoses (matched by a DeepSeek-V3.1 judge, kappa 0.86 against a physician on 50 cases), on CURE's 500 test cases (Eurorad 2025 radiology cases: clinical history, a mean of 8 images, radiologist findings with diagnostic statements removed), zero-shot, given the clinical history, images and the radiologist's written findings; higher is better. Source: arxiv.org. Saturation forecast: Around 2028. 16 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 57.8 | #64 |
| 2 | GPT-5.2 | 55.6 | #105 |
| 3 | Kimi K2.5 | 53.8 | #139 |
| 4 | Qwen 3 VL 235B A22B Instruct | 49 | #264 |
| 5 | Gemma 3 12B (IT) | 44.4 | #655 |
| 6 | Qwen 3 VL 235B A22B (Thinking) | 42.4 | #228 (Qwen 3 VL 235B A22B) |
| 7 | Qwen 3 VL 32B (Thinking) | 41.8 | #287 (Qwen 3 VL 32B) |
| 8 | Qwen 3 VL 32B Instruct | 41.6 | #276 |
| 9 | GLM-4.6V | 41.2 | #309 |
| 10 | Gemma 3 4B (IT) | 39.2 | #971 |
| 11 | Qwen 3 VL 8B Instruct | 39.2 | #401 |
| 12 | Qwen 3 VL 30B A3B Instruct | 38.6 | #365 |
| 13 | MedGemma-4B-IT | 36.4 | #842 |
| 14 | Qwen 3 VL 8B (Thinking) | 34.4 | |
| 15 | Qwen 3 VL 30B A3B (Thinking) | 30.4 | #338 (Qwen 3 VL 30B A3B) |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=cure-clinical-diagnosis-history-images-and-findings · How It Works · Data refreshed daily, snapshot 2026-10-11.