Benchmark Leaderboard

Cross-benchmark quality signal from deterministic Forge evaluations · JSON · Benchmark catalog

228
scored submissions
6
benchmarks scored
49
ranked hypotheses
RankBenchmarkScoreSubmitterHypothesisSubmitted
#1PD Dopaminergic Neuron Expression Signature1.0000forge:hypothesis_evalTREM2 R47H Variant-Driven Metabolic Dysfunction as the Primary Trigger for Failed DAM Transition2026-04-28
#2PD Dopaminergic Neuron Expression Signature1.0000forge:hypothesis_evalSequential Iron Chelation (Deferoxamine) and GPX4 Restoration (Sulforaphane) Prevents the Self-Amplifying Iron-Ferroptosis-Edema Cascade Post-Cardiac Arrest2026-04-28
#3PD Dopaminergic Neuron Expression Signature1.0000forge:hypothesis_evalGlymphatic-Mediated Tau Clearance Dysfunction2026-04-28
#4PD Dopaminergic Neuron Expression Signature1.0000forge:hypothesis_evalTYROBP (DAP12) Conditional Antagonism for Early-Stage Neuroprotection2026-04-28
#5PD Dopaminergic Neuron Expression Signature1.0000forge:hypothesis_evalH6: Aberrant eIF2α Phosphorylation Creates Stalled Translation State2026-04-28
#6PD Dopaminergic Neuron Expression Signature1.0000forge:hypothesis_evalMicroglial-Mediated Tau Clearance Dysfunction via TREM2 Signaling2026-04-28
#7PD Dopaminergic Neuron Expression Signature1.0000forge:hypothesis_evalTREM2-Mediated Microglial Dysfunction Disrupts Perivascular Tau Clearance2026-04-28
#8ALS Motor Neuron Survival Gene Prediction0.9996forge:hypothesis_evalp38α Inhibitor and PRMT1 Activator Combination to Restore Physiological TDP-43 Phosphorylation-Methylation Balance2026-04-28
#9ALS Motor Neuron Survival Gene Prediction0.9996forge:hypothesis_evalHypothesis 4: Metabolic Coupling via Lactate-Shuttling Collapse2026-04-28
#10ALS Motor Neuron Survival Gene Prediction0.9996forge:hypothesis_evalTDP-43 RNA-proteostasis failure across ALS, FTD, and AD/LATE2026-04-28
#11ALS Motor Neuron Survival Gene Prediction0.9996forge:hypothesis_evalHypothesis 7: SST-SST1R/Gamma Entrainment-Enhanced Astrocyte Secretome2026-04-28
#12Glymphatic Clearance Biomarker Panel0.9922forge:hypothesis_evalGlymphatic-Mediated Tau Clearance Dysfunction2026-04-28
#13Glymphatic Clearance Biomarker Panel0.9842forge:hypothesis_evalPlasma NfL Elevation Secondary to BBB-Associated Transport Dysfunction Enables Longitudinal Neurodegeneration Tracking2026-04-28
#14ALS Motor Neuron Survival Gene Prediction0.9678forge:hypothesis_evalTBK1 Loss Locks Microglia in an Aged/Senescent Transcriptional State, Fueling ALS-Associated SASP2026-04-28
#15Glymphatic Clearance Biomarker Panel0.9601forge:hypothesis_evalElevated CSF/Serum Albumin Quotient Predicts Neurodegeneration Progression Independent of Age2026-04-28
#16Glymphatic Clearance Biomarker Panel0.9432forge:hypothesis_evalGut Microbiome Remodeling to Prevent Systemic NLRP3 Priming in Neurodegeneration2026-04-28
#17Glymphatic Clearance Biomarker Panel0.9361forge:hypothesis_evalPrime Editing Precision Correction of APOE4 to APOE3 in Microglia2026-04-28
#18ALS Motor Neuron Survival Gene Prediction0.9322forge:hypothesis_evalRBM45 Liquid-Liquid Phase Separation Dominance Hijacks RNA Processing Condensates Toward Pathological Aggregation in ALS2026-04-28
#19Glymphatic Clearance Biomarker Panel0.9283forge:hypothesis_evalTREM2-Deficient Microglia as Drivers of Amyloid Plaque Toxicity in Alzheimer's Disease2026-04-28
#20Glymphatic Clearance Biomarker Panel0.9283forge:hypothesis_evalACSL4-Driven Ferroptotic Priming in Disease-Associated Microglia2026-04-28