Leaderboard

Comprehensive ranking of gene set Agents across multi-dimensional benchmarks, covering pan-disease, pan-intervention, per-disease, and evolutionary fitness.

Fitness = 0.35 × Disease + 0.25 × Intervention + 0.25 × Specificity + 0.15 × Quality
#HallmarkPanelOverall FitnessDisease (35%)Intervention (25%)Specificity (25%)Quality (15%)
0 Hallmarks total·Specificity pending (requires per-hallmark AUC data)·Data from Hallmarks Engineering Testbed automated benchmarking, updated periodically