Hulu-Med-7B
Released 8 Oct 202532K context7BopenCompare with other models
- Clinical Benchmarks Index
- 7.7rank 136 of 148; 13.4 × 0.577 = 7.7, 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 match42.0Rank 23 of 28Leader Gemini-3.1-Pro 80.7
Secondary measures
Safety
- 38.2Rank 14 of 28Leader Gemini-3.1-Pro 77.9
- 14.6Rank 17 of 28Leader Gemini-3.1-Pro 48.3
- 48.2Rank 23 of 28Leader Gemini-3.1-Pro 87.7
- 32.2Rank 25 of 28Leader Gemini-3.1-Pro 69.9
- 36.6Rank 27 of 28Leader MedGemma-27B-Text 76.1
- 16.0Descriptive measure, not ranked
Sources
Open a line for the quote and page.
23MedPIC zero-shot; independent questions; exact option-set match 42.0
Printed as 42.0Independent 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 Hulu-Med-7B, column Overall; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHulu-Med-7B | 42.0 | 48.2 | 32.2 | 16.0 | 36.6 | 38.2 | 14.6
Every result from this document23MedPIC, Guideline-following accuracy (GF) zero-shot; independent questions; exact option-set match 48.2
Printed as 48.2Independent 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 Hulu-Med-7B, column GF; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHulu-Med-7B | 42.0 | 48.2 | 32.2 | 16.0 | 36.6 | 38.2 | 14.6
Every result from this document25MedPIC, Counterfactual accuracy (CF) zero-shot; independent questions; exact option-set match 32.2
Printed as 32.2Independent 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 Hulu-Med-7B, column CF; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHulu-Med-7B | 42.0 | 48.2 | 32.2 | 16.0 | 36.6 | 38.2 | 14.6
Every result from this document17MedPIC, Linked counterfactual pair accuracy zero-shot; independent questions; exact option-set match 14.6
Printed as 14.6Independent 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 Hulu-Med-7B, column Pair; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHulu-Med-7B | 42.0 | 48.2 | 32.2 | 16.0 | 36.6 | 38.2 | 14.6
Every result from this document27MedPIC, Risk activation accuracy zero-shot; independent questions; exact option-set match 36.6
Printed as 36.6Independent 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 Hulu-Med-7B, column Activation; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHulu-Med-7B | 42.0 | 48.2 | 32.2 | 16.0 | 36.6 | 38.2 | 14.6
Every result from this document14MedPIC, Risk deactivation accuracy zero-shot; independent questions; exact option-set match 38.2
Printed as 38.2Independent 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 Hulu-Med-7B, column Deactivation; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHulu-Med-7B | 42.0 | 48.2 | 32.2 | 16.0 | 36.6 | 38.2 | 14.6
Every result from this document–MedPIC, Published GF-minus-CF accuracy gap zero-shot; independent questions; exact option-set match 16.0
Printed as 16.0Independent 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 Hulu-Med-7B, column Δ_GF−CF; row order: Model | Overall | GF | CF | Δ_GF−CF | Activation | Deactivation | PairHulu-Med-7B | 42.0 | 48.2 | 32.2 | 16.0 | 36.6 | 38.2 | 14.6
Every result from this document