LingxiDiagBench (Static, Clinical): leaderboard
Metric: Overall score (times 100, 0-100): mean of the eleven printed classification metrics (accuracy, macro-F1 and weighted F1 of the 2-class and 4-class tasks; accuracy, top-1 and top-3 accuracy, macro-F1 and weighted F1 of the 12-class task); 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 2030. 6 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Qwen 3 32B | 54.8 | #424 |
| 2 | Qwen 3 4B | 54.4 | #823 |
| 3 | Qwen 3 1.7B | 53.2 | #1186 |
| 4 | Qwen 3 8B | 52.9 | #667 |
| 5 | GPT-OSS-20B | 27.9 | #499 |
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 · How It Works · Data refreshed daily, snapshot 2026-10-11.