Candidate scoring on Biomedical document-level (test)
93.9Test PrecisionLLM-8 BioConCal
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LLM-8 BioConCalWorkflow=LLM-8 BioConCal, Cand. source=LLM-8, Cands=3,866, Repr.=2,057, Ceiling=0.856, Fit=Primary2026.05 | 93.9 | 0.91 | — | 1,340 | 1,258 | 82 | 52.2 | |
| BioConCal-HybridWorkflow=BioConCal-Hybrid, Cand. source=merged union, Cands=4,140, Repr.=2,150, Ceiling=0.894, Fit=Tradeoff2026.05 | 92.9 | 0.935 | 0.948 | 1,847 | 1,716 | 131 | 70.9 | |
| LLM-8 ∪ BERN2 mergeWorkflow=LLM-8 ∪ BERN2 merge, Cand. source=additive union, Cands=6,065, Repr.=2,166, Ceiling=0.901, Fit=Unfiltered2026.05 | 83.6 | — | — | 1,583 | 1,323 | 260 | 55 | |
| BERN2 take-allWorkflow=BERN2 take-all, Cand. source=BERN2, Cands=2,199, Repr.=1,772, Ceiling=0.737, Fit=Unfiltered2026.05 | 80.6 | — | — | 2,199 | 1,772 | 427 | 73.7 |