HealthGPT-Pro-8B
256K context8BopenCompare with other models
- Clinical Benchmarks Index
- 8.5rank 135 of 148; 14.8 × 0.577 = 8.5, 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
- MedPICzero-shot; independent questions; exact option-set match42.6Rank 22 of 28Leader Gemini-3.1-Pro 80.7
Secondary measures
Safety
- 51.8Rank 20 of 28Leader Gemini-3.1-Pro 87.7
- 20.6Rank 23 of 28Leader Gemini-3.1-Pro 77.9
- 5.6Rank 24 of 28Leader Gemini-3.1-Pro 48.3
- 42.3Rank 25 of 28Leader MedGemma-27B-Text 76.1
- 28.4Rank 28 of 28Leader Gemini-3.1-Pro 69.9
- 23.3Descriptive measure, not ranked
Sources
Open a line for the quote and page.
22MedPIC zero-shot; independent questions; exact option-set match 42.6
Printed as 42.6Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set matchEvaluating 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 HealthGPT-Pro-8B, column Overall; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHealthGPT-Pro-8B | 42.6 | 51.8 | 28.4 | 23.3 | 42.3 | 20.6 | 5.6
Every result from this document20MedPIC, Guideline-following accuracy (GF) zero-shot; independent questions; exact option-set match 51.8
Printed as 51.8Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set matchEvaluating 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 HealthGPT-Pro-8B, column GF; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHealthGPT-Pro-8B | 42.6 | 51.8 | 28.4 | 23.3 | 42.3 | 20.6 | 5.6
Every result from this document28MedPIC, Counterfactual accuracy (CF) zero-shot; independent questions; exact option-set match 28.4
Printed as 28.4Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set matchEvaluating 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 HealthGPT-Pro-8B, column CF; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHealthGPT-Pro-8B | 42.6 | 51.8 | 28.4 | 23.3 | 42.3 | 20.6 | 5.6
Every result from this document24MedPIC, Linked counterfactual pair accuracy zero-shot; independent questions; exact option-set match 5.6
Printed as 5.6Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set matchEvaluating 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 HealthGPT-Pro-8B, column Pair; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHealthGPT-Pro-8B | 42.6 | 51.8 | 28.4 | 23.3 | 42.3 | 20.6 | 5.6
Every result from this document25MedPIC, Risk activation accuracy zero-shot; independent questions; exact option-set match 42.3
Printed as 42.3Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set matchEvaluating 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 HealthGPT-Pro-8B, column Activation; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHealthGPT-Pro-8B | 42.6 | 51.8 | 28.4 | 23.3 | 42.3 | 20.6 | 5.6
Every result from this document23MedPIC, Risk deactivation accuracy zero-shot; independent questions; exact option-set match 20.6
Printed as 20.6Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set matchEvaluating 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 HealthGPT-Pro-8B, column Deactivation; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHealthGPT-Pro-8B | 42.6 | 51.8 | 28.4 | 23.3 | 42.3 | 20.6 | 5.6
Every result from this document–MedPIC, Published GF-minus-CF accuracy gap zero-shot; independent questions; exact option-set match 23.3
Printed as 23.3Independent run, measured Aug 2026Configuration: zero-shot; independent questions; exact option-set matchEvaluating 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 HealthGPT-Pro-8B, column Δ_GF−CF; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHealthGPT-Pro-8B | 42.6 | 51.8 | 28.4 | 23.3 | 42.3 | 20.6 | 5.6
Every result from this document
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