Top-5 Ranking on Clinical IBD Clinical Ground Truth Mode 2 (10-patient pilot)
55.2Precision@5wald_mag (priority-weighted rule)
Evaluation results
| Method | Links | |
|---|---|---|
| wald_mag (priority-weighted rule)Gain=wald_mag, Allocation=priority-weighted rule, Acquisition budget (t)=2162026.06 | 55.2 | |
| cmi (priority-weighted rule)Gain=cmi, Allocation=priority-weighted rule, Acquisition budget (t)=2162026.06 | 55.2 | |
| F-target (clustered)Gain=F-target, Allocation=clustered, Acquisition budget (t)=2162026.06 | 55.2 | |
| wald_mag (priority-weighted rule)Gain=wald_mag, Allocation=priority-weighted rule, Acquisition budget (t)=1502026.06 | 52.8 | |
| F-target (clustered)Gain=F-target, Allocation=clustered, Acquisition budget (t)=1002026.06 | 48.4 | |
| F-target (clustered)Gain=F-target, Allocation=clustered, Acquisition budget (t)=1502026.06 | 47.6 | |
| cmi (priority-weighted rule)Gain=cmi, Allocation=priority-weighted rule, Acquisition budget (t)=1502026.06 | 47.2 | |
| wald_mag (priority-weighted rule)Gain=wald_mag, Allocation=priority-weighted rule, Acquisition budget (t)=1002026.06 | 46.8 | |
| wald_mag (priority-weighted rule)Gain=wald_mag, Allocation=priority-weighted rule, Acquisition budget (t)=502026.06 | 45.6 | |
| cmi (priority-weighted rule)Gain=cmi, Allocation=priority-weighted rule, Acquisition budget (t)=1002026.06 | 45.2 | |
| cmi (priority-weighted rule)Gain=cmi, Allocation=priority-weighted rule, Acquisition budget (t)=502026.06 | 42.4 | |
| F-target (clustered)Gain=F-target, Allocation=clustered, Acquisition budget (t)=502026.06 | 42 | |
| cmi (priority-weighted rule)Gain=cmi, Allocation=priority-weighted rule, Acquisition budget (t)=102026.06 | 41.6 | |
| F-target (clustered)Gain=F-target, Allocation=clustered, Acquisition budget (t)=102026.06 | 41.6 | |
| wald_mag (priority-weighted rule)Gain=wald_mag, Allocation=priority-weighted rule, Acquisition budget (t)=102026.06 | 41.2 | |
| MRF-LLMAcquisition budget (t)=2162026.06 | 26.4 | |
| MRF-LLMAcquisition budget (t)=1002026.06 | 23.3 | |
| MRF-LLMAcquisition budget (t)=1502026.06 | 23.2 | |
| RAG-LLMAcquisition budget (t)=502026.06 | 20.7 | |
| MRF-LLMAcquisition budget (t)=502026.06 | 20.3 | |
| RAG-LLMAcquisition budget (t)=102026.06 | 19.8 | |
| RAG-LLMAcquisition budget (t)=1002026.06 | 19.7 | |
| RAG-LLMAcquisition budget (t)=2162026.06 | 19.7 | |
| MRF-LLMAcquisition budget (t)=102026.06 | 18.7 | |
| RAG-LLMAcquisition budget (t)=1502026.06 | 18.3 |