# Top-5 Ranking on Clinical IBD Likelihood Targets Mode 2 (10-patient pilot) Source: [Top-5 Ranking on Clinical IBD Likelihood Targets Mode 2 (10-patient pilot)]() Collection index: [llms.txt]() Data updated: 2026-06-18T08:22:39.661Z Evaluation of model performance on ranking the top 5 likelihood targets for Clinical IBD using the 10-patient pilot dataset, measured by P@5. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Top-5 Ranking | | Dataset (including any stated split) | Clinical IBD Likelihood Targets Mode 2 (10-patient pilot) | | Metric | P@5 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [P@5](): Higher is better; unit: PERCENT. ## Recorded results | Method | P@5 | Result date | Report paper | | --- | --- | --- | --- | | wald\_mag (priority-weighted rule) | 100 | Not recorded | 6a337b89206542251d7c501c | | cmi (priority-weighted rule) | 100 | Not recorded | 6a337b89206542251d7c501c | | F-target (clustered) | 100 | Not recorded | 6a337b89206542251d7c501c | | wald\_mag (priority-weighted rule) | 76.4 | Not recorded | 6a337b89206542251d7c501c | | F-target (clustered) | 68 | Not recorded | 6a337b89206542251d7c501c | | cmi (priority-weighted rule) | 64.4 | Not recorded | 6a337b89206542251d7c501c | | F-target (clustered) | 58 | Not recorded | 6a337b89206542251d7c501c | | wald\_mag (priority-weighted rule) | 56 | Not recorded | 6a337b89206542251d7c501c | | F-target (clustered) | 54.4 | Not recorded | 6a337b89206542251d7c501c | | cmi (priority-weighted rule) | 53.6 | Not recorded | 6a337b89206542251d7c501c | | cmi (priority-weighted rule) | 49.2 | Not recorded | 6a337b89206542251d7c501c | | cmi (priority-weighted rule) | 48 | Not recorded | 6a337b89206542251d7c501c | | wald\_mag (priority-weighted rule) | 47.2 | Not recorded | 6a337b89206542251d7c501c | | wald\_mag (priority-weighted rule) | 46 | Not recorded | 6a337b89206542251d7c501c | | F-target (clustered) | 46 | Not recorded | 6a337b89206542251d7c501c | ### wald\_mag (priority-weighted rule) P@5: 100. Result ID: 6a33aac0fbc373592c30e799. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Gain":"wald\_mag","Allocation":"priority-weighted rule","Acquisition budget (t)":"216"}. This record does not assert independent reproduction. ### cmi (priority-weighted rule) P@5: 100. Result ID: 6a33aac0fbc373592c30e79e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Gain":"cmi","Allocation":"priority-weighted rule","Acquisition budget (t)":"216"}. This record does not assert independent reproduction. ### F-target (clustered) P@5: 100. Result ID: 6a33aac0fbc373592c30e7a3. [Reporting paper]() Recorded evaluation configuration: {"Gain":"F-target","Allocation":"clustered","Acquisition budget (t)":"216"}. This record does not assert independent reproduction. ### wald\_mag (priority-weighted rule) P@5: 76.4. Result ID: 6a33aac0fbc373592c30e798. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Gain":"wald\_mag","Allocation":"priority-weighted rule","Acquisition budget (t)":"150"}. This record does not assert independent reproduction. ### F-target (clustered) P@5: 68. Result ID: 6a33aac0fbc373592c30e7a2. [Reporting paper]() Recorded evaluation configuration: {"Gain":"F-target","Allocation":"clustered","Acquisition budget (t)":"150"}. This record does not assert independent reproduction. ### cmi (priority-weighted rule) P@5: 64.4. Result ID: 6a33aac0fbc373592c30e79d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Gain":"cmi","Allocation":"priority-weighted rule","Acquisition budget (t)":"150"}. This record does not assert independent reproduction. ### F-target (clustered) P@5: 58. Result ID: 6a33aac0fbc373592c30e7a1. [Reporting paper]() Recorded evaluation configuration: {"Gain":"F-target","Allocation":"clustered","Acquisition budget (t)":"100"}. This record does not assert independent reproduction. ### wald\_mag (priority-weighted rule) P@5: 56. Result ID: 6a33aac0fbc373592c30e797. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Gain":"wald\_mag","Allocation":"priority-weighted rule","Acquisition budget (t)":"100"}. This record does not assert independent reproduction. ### F-target (clustered) P@5: 54.4. Result ID: 6a33aac0fbc373592c30e7a0. [Reporting paper]() Recorded evaluation configuration: {"Gain":"F-target","Allocation":"clustered","Acquisition budget (t)":"50"}. This record does not assert independent reproduction. ### cmi (priority-weighted rule) P@5: 53.6. Result ID: 6a33aac0fbc373592c30e79c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Gain":"cmi","Allocation":"priority-weighted rule","Acquisition budget (t)":"100"}. This record does not assert independent reproduction. ### cmi (priority-weighted rule) P@5: 49.2. Result ID: 6a33aac0fbc373592c30e79b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Gain":"cmi","Allocation":"priority-weighted rule","Acquisition budget (t)":"50"}. This record does not assert independent reproduction. ### cmi (priority-weighted rule) P@5: 48. Result ID: 6a33aac0fbc373592c30e79a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Gain":"cmi","Allocation":"priority-weighted rule","Acquisition budget (t)":"10"}. This record does not assert independent reproduction. ### wald\_mag (priority-weighted rule) P@5: 47.2. Result ID: 6a33aac0fbc373592c30e796. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Gain":"wald\_mag","Allocation":"priority-weighted rule","Acquisition budget (t)":"50"}. This record does not assert independent reproduction. ### wald\_mag (priority-weighted rule) P@5: 46. Result ID: 6a33aac0fbc373592c30e795. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Gain":"wald\_mag","Allocation":"priority-weighted rule","Acquisition budget (t)":"10"}. This record does not assert independent reproduction. ### F-target (clustered) P@5: 46. Result ID: 6a33aac0fbc373592c30e79f. [Reporting paper]() Recorded evaluation configuration: {"Gain":"F-target","Allocation":"clustered","Acquisition budget (t)":"10"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.