LingxiDiagBench (Static, Clinical) - 12-Class Accuracy: leaderboard
Metric: Accuracy (times 100, 0-100) on twelve-category ICD-10 diagnosis (F20, F31, F32, F39, F41, F42, F43, F45, F51, F98, Z71, others; multi-label, exact match of the predicted label set); LingxiDiagBench-Static on LingxiDiag-Clinical (real, de-identified Shanghai Mental Health Center outpatient consultations with clinician diagnoses): zero-shot diagnosis from the complete transcribed dialogue; higher is better. Source: arxiv.org. Saturation forecast: Around 2032. 6 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Qwen 3 32B | 20.4 | #424 |
| 2 | Qwen 3 1.7B | 16.6 | #1186 |
| 3 | Qwen 3 4B | 6.3 | #823 |
| 4 | GPT-OSS-20B | 5 | #499 |
| 5 | Qwen 3 8B | 4.1 | #667 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=lingxidiagbench-static-clinical-12-class-accuracy · How It Works · Data refreshed daily, snapshot 2026-10-11.