Clinical Benchmarks

Baichuan-M2-32B

32BopenCompare with other models

Clinical Benchmarks Index
15.2rank 132 of 148; 26.4 × 0.577 = 15.2, from 1 of 10 boards
Boards
1 of 13
Results
76 on secondary measures
Latest measurement
Aug 2026

Results

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

Safety

  1. MedPIC
    zero-shot; independent questions; exact option-set match
    47.8
    Rank 19 of 28Leader Gemini-3.1-Pro 80.7
    Independent run
    Measured Aug 2026

Secondary measures

Safety

  1. MedPIC, Counterfactual accuracy (CF)
    zero-shot; independent questions; exact option-set match
    37.2
    Rank 18 of 28Leader Gemini-3.1-Pro 69.9
    Independent run
    Measured Aug 2026
  2. MedPIC, Guideline-following accuracy (GF)
    zero-shot; independent questions; exact option-set match
    54.6
    Rank 19 of 28Leader Gemini-3.1-Pro 87.7
    Independent run
    Measured Aug 2026
  3. MedPIC, Risk deactivation accuracy
    zero-shot; independent questions; exact option-set match
    30.9
    Rank 19 of 28Leader Gemini-3.1-Pro 77.9
    Independent run
    Measured Aug 2026
  4. MedPIC, Linked counterfactual pair accuracy
    zero-shot; independent questions; exact option-set match
    11.2
    Rank 21 of 28Leader Gemini-3.1-Pro 48.3
    Independent run
    Measured Aug 2026
  5. MedPIC, Risk activation accuracy
    zero-shot; independent questions; exact option-set match
    49.3
    Rank 22 of 28Leader MedGemma-27B-Text 76.1
    Independent run
    Measured Aug 2026
  6. MedPIC, Published GF-minus-CF accuracy gap
    zero-shot; independent questions; exact option-set match
    17.4
    Descriptive measure, not ranked
    Independent run
    Measured Aug 2026

Sources

Open a line for the quote and page.

  1. 19MedPIC zero-shot; independent questions; exact option-set match 47.8
    Printed as 47.8Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set match
    Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning paper, Zhitian Hou, Yuhang Liu, Pengkai Wang, Zeyu Liu, Guanghao Zhu, Zheng Liu, Shuo Cai, Congkai Xie, Zhijie Sang, Kun Zeng, Hongxia Yang (The Hong Kong Polytechnic University; InfiX.ai; Sun Yat-sen University), 4 Aug 2026. arXiv:2608.03028v1, Section 4, Table 2 (#S4.T2), row Baichuan-M2-32B, column Overall; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | Pair
    Baichuan-M2-32B | 47.8 | 54.6 | 37.2 | 17.4 | 49.3 | 30.9 | 11.2
    Every result from this document
  2. 19MedPIC, Guideline-following accuracy (GF) zero-shot; independent questions; exact option-set match 54.6
    Printed as 54.6Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set match
    Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning paper, Zhitian Hou, Yuhang Liu, Pengkai Wang, Zeyu Liu, Guanghao Zhu, Zheng Liu, Shuo Cai, Congkai Xie, Zhijie Sang, Kun Zeng, Hongxia Yang (The Hong Kong Polytechnic University; InfiX.ai; Sun Yat-sen University), 4 Aug 2026. arXiv:2608.03028v1, Section 4, Table 2 (#S4.T2), row Baichuan-M2-32B, column GF; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | Pair
    Baichuan-M2-32B | 47.8 | 54.6 | 37.2 | 17.4 | 49.3 | 30.9 | 11.2
    Every result from this document
  3. 18MedPIC, Counterfactual accuracy (CF) zero-shot; independent questions; exact option-set match 37.2
    Printed as 37.2Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set match
    Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning paper, Zhitian Hou, Yuhang Liu, Pengkai Wang, Zeyu Liu, Guanghao Zhu, Zheng Liu, Shuo Cai, Congkai Xie, Zhijie Sang, Kun Zeng, Hongxia Yang (The Hong Kong Polytechnic University; InfiX.ai; Sun Yat-sen University), 4 Aug 2026. arXiv:2608.03028v1, Section 4, Table 2 (#S4.T2), row Baichuan-M2-32B, column CF; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | Pair
    Baichuan-M2-32B | 47.8 | 54.6 | 37.2 | 17.4 | 49.3 | 30.9 | 11.2
    Every result from this document
  4. 21MedPIC, Linked counterfactual pair accuracy zero-shot; independent questions; exact option-set match 11.2
    Printed as 11.2Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set match
    Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning paper, Zhitian Hou, Yuhang Liu, Pengkai Wang, Zeyu Liu, Guanghao Zhu, Zheng Liu, Shuo Cai, Congkai Xie, Zhijie Sang, Kun Zeng, Hongxia Yang (The Hong Kong Polytechnic University; InfiX.ai; Sun Yat-sen University), 4 Aug 2026. arXiv:2608.03028v1, Section 4, Table 2 (#S4.T2), row Baichuan-M2-32B, column Pair; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | Pair
    Baichuan-M2-32B | 47.8 | 54.6 | 37.2 | 17.4 | 49.3 | 30.9 | 11.2
    Every result from this document
  5. 22MedPIC, Risk activation accuracy zero-shot; independent questions; exact option-set match 49.3
    Printed as 49.3Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set match
    Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning paper, Zhitian Hou, Yuhang Liu, Pengkai Wang, Zeyu Liu, Guanghao Zhu, Zheng Liu, Shuo Cai, Congkai Xie, Zhijie Sang, Kun Zeng, Hongxia Yang (The Hong Kong Polytechnic University; InfiX.ai; Sun Yat-sen University), 4 Aug 2026. arXiv:2608.03028v1, Section 4, Table 2 (#S4.T2), row Baichuan-M2-32B, column Activation; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | Pair
    Baichuan-M2-32B | 47.8 | 54.6 | 37.2 | 17.4 | 49.3 | 30.9 | 11.2
    Every result from this document
  6. 19MedPIC, Risk deactivation accuracy zero-shot; independent questions; exact option-set match 30.9
    Printed as 30.9Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set match
    Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning paper, Zhitian Hou, Yuhang Liu, Pengkai Wang, Zeyu Liu, Guanghao Zhu, Zheng Liu, Shuo Cai, Congkai Xie, Zhijie Sang, Kun Zeng, Hongxia Yang (The Hong Kong Polytechnic University; InfiX.ai; Sun Yat-sen University), 4 Aug 2026. arXiv:2608.03028v1, Section 4, Table 2 (#S4.T2), row Baichuan-M2-32B, column Deactivation; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | Pair
    Baichuan-M2-32B | 47.8 | 54.6 | 37.2 | 17.4 | 49.3 | 30.9 | 11.2
    Every result from this document
  7. –MedPIC, Published GF-minus-CF accuracy gap zero-shot; independent questions; exact option-set match 17.4
    Printed as 17.4Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set match
    Evaluating Counterfactual Sensitivity to Patient Information in Medication-Safety Reasoning paper, Zhitian Hou, Yuhang Liu, Pengkai Wang, Zeyu Liu, Guanghao Zhu, Zheng Liu, Shuo Cai, Congkai Xie, Zhijie Sang, Kun Zeng, Hongxia Yang (The Hong Kong Polytechnic University; InfiX.ai; Sun Yat-sen University), 4 Aug 2026. arXiv:2608.03028v1, Section 4, Table 2 (#S4.T2), row Baichuan-M2-32B, column Δ_GF−CF; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | Pair
    Baichuan-M2-32B | 47.8 | 54.6 | 37.2 | 17.4 | 49.3 | 30.9 | 11.2
    Every result from this document