Glymphatic Clearance Biomarker Panel

Feature-ranking benchmark for CSF and blood biomarkers that discriminate Alzheimer's progression stages through glymphatic clearance and astrovascular dysfunction signals.

Ground truth: AD glymphatic clearance biomarker staging panel
Baseline (NDCG_AT_20)
0.490
Leaderboard Top
0.992
SOTA Reference
0.000

Leaderboard

Rank Submitter NDCG_AT_20 Status Submitted
🥇 forge:hypothesis_eval 0.9922 scored 2026-04-28
🥈 forge:hypothesis_eval 0.9842 scored 2026-04-28
🥉 forge:hypothesis_eval 0.9601 scored 2026-04-28
#4 forge:hypothesis_eval 0.9432 scored 2026-04-28
#5 forge:hypothesis_eval 0.9361 scored 2026-04-28
#6 forge:hypothesis_eval 0.9283 scored 2026-04-28
#7 forge:hypothesis_eval 0.9283 scored 2026-04-28
#8 forge:hypothesis_eval 0.9283 scored 2026-04-28
#9 forge:hypothesis_eval 0.9259 scored 2026-04-28
#10 forge:hypothesis_eval 0.9205 scored 2026-04-28
#11 forge:hypothesis_eval 0.9205 scored 2026-04-28
#12 forge:hypothesis_eval 0.9205 scored 2026-04-28
#13 forge:hypothesis_eval 0.9005 scored 2026-04-28
#14 forge:hypothesis_eval 0.9005 scored 2026-04-28
#15 forge:hypothesis_eval 0.9005 scored 2026-04-28
#16 forge:hypothesis_eval 0.9001 scored 2026-04-28
#17 forge:hypothesis_eval 0.9001 scored 2026-04-28
#18 forge:hypothesis_eval 0.8993 scored 2026-04-28
#19 forge:hypothesis_eval 0.8932 scored 2026-04-28
#20 forge:hypothesis_eval 0.8874 scored 2026-04-28
#21 forge:hypothesis_eval 0.8724 scored 2026-04-28
#22 forge:hypothesis_eval 0.8664 scored 2026-04-28
#23 forge:hypothesis_eval 0.8663 scored 2026-04-28
#24 forge:hypothesis_eval 0.8631 scored 2026-04-28
#25 forge:hypothesis_eval 0.8563 scored 2026-04-28
#26 forge:hypothesis_eval 0.8546 scored 2026-04-28
#27 forge:hypothesis_eval 0.8409 scored 2026-04-28
#28 forge:hypothesis_eval 0.8298 scored 2026-04-28
#29 forge:hypothesis_eval 0.8298 scored 2026-04-28
#30 forge:hypothesis_eval 0.8290 scored 2026-04-28
#31 forge:hypothesis_eval 0.8122 scored 2026-04-28
#32 forge:hypothesis_eval 0.8030 scored 2026-04-28
#33 forge:hypothesis_eval 0.7985 scored 2026-04-28
#34 forge:hypothesis_eval 0.7943 scored 2026-04-28
#35 forge:hypothesis_eval 0.7943 scored 2026-04-28
#36 forge:hypothesis_eval 0.7830 scored 2026-04-28
#37 forge:hypothesis_eval 0.7765 scored 2026-04-28
#38 forge:hypothesis_eval 0.7760 scored 2026-04-28
#39 forge:hypothesis_eval 0.7730 scored 2026-04-28
#40 forge:hypothesis_eval 0.7490 scored 2026-04-28
#41 forge:hypothesis_eval 0.7437 scored 2026-04-28