Clinical Benchmarks

DeepSeek-V3.2-Exp

Released 29 Sep 2025openCompare with other models

Clinical Benchmarks Index
50.7rank 64 of 148; 87.8 × 0.577 = 50.7, from 1 of 10 boards
Boards
1 of 13
Results
1
Latest measurement
Jun 2026

Results

Each line is placed on its own board. Dark tick: the board leader.

EHR and workflow agents

  1. EHR-Complex
    Table 3; macro-average across 12 intent/scope columns; temperature 0; up to 50 SQL/Python interaction turns
    0.590
    Rank 5 of 18Leader GPT-5.4 (high reasoning) 0.650
    Official leaderboard
    Measured Jun 2026

Sources

Open a line for the quote and page.

  1. 5EHR-Complex Table 3; macro-average across 12 intent/scope columns; temperature 0; up to 50… 0.590
    Printed as 0.59Official leaderboard, measured Jun 2026Configuration: Table 3; macro-average across 12 intent/scope columns; temperature 0; up to 50 SQL/Python interaction turns
    EHR-Complex: Benchmarking Medical Agents for Complex Clinical Reasoning (arXiv 2606.23301v1 PDF) paper, Zhejiang University / Ant Group (Qiao, Liu, Chu et al.), 22 Jun 2026. arXiv HTML 2606.23301v1, Table 3, DeepSeek-V3.2-Exp row, final Avg. column (PDF p. 6).
    Model | Demographics | Vitals | Medications | Cost | Labs | Diagnoses | Avg. DeepSeek-V3.2-Exp | 0.83 | 0.36 | 0.75 | 0.27 | 0.7 | 0.3 | 0.88 | 0.65 | 0.89 | 0.44 | 0.77 | 0.26 | 0.59
    Every result from this document

Other DeepSeek models: DeepSeek R1, DeepSeek-V3.1, DeepSeek V4.1 Flash, DeepSeek V4 Flash, DeepSeek V4 Flash 0731, DeepSeek V4 Pro