MedBench v5 - CCR-Multimodal: leaderboard
The multimodal track of MedBench v5 (2026) Clinical Cognitive Responsiveness: the macro-average of 12 tasks on medical image perception, report OCR, visual question answering, report generation, longitudinal imaging and multimodal clinical decisions, each normalized to 0-100. Higher is better.
Metric: Macro-average score (0-100) over the 12 tasks of the MedBench v5 Clinical Cognitive Responsiveness multimodal track (lesion detection, image classification, report OCR, visual question answering, report generation, longitudinal imaging and multimodal clinical decision support), each task normalized to 0-100; higher is better. Source: arxiv.org. Saturation forecast: Around March 2027. 10 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Seed 2.0 Pro | 51.65 | #211 |
| 2 | Gemini 3.5 Flash | 50.68 | #101 |
| 3 | GPT-5.5 | 50.07 | #49 |
| 4 | Qwen 3.7 Plus | 49.24 | #207 |
| 5 | Claude Opus 4.7 | 47.98 | #79 |
| 6 | Kimi K2.6 | 46.4 | #178 |
| 7 | GLM-5.1 | 42.35 | #179 |
| 8 | DeepSeek V4 Pro | 41.18 | #188 |
| 9 | Grok 4.20 | 35.09 | #297 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=medbench-v5-ccr-multimodal · How It Works · Data refreshed daily, snapshot 2026-11-13.