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Papers Benchmarks Datasets Tasks

Top 100 independent loci replication research benchmarks · SOTA2 Research

Top 100 independent loci replication

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Hematopoiesis traits (MCH, IRF, RDW)

Context-aware KGWAS (Replace with perturb graph)

79.67Replicated Loci Count

14

Mar 30, 2026

Hematopoiesis traits (MCH, IRF, RDW) GWAS sample size 50,000

Context-aware KGWAS (Replace with perturb graph)

229Replicated Loci Count

7

Mar 30, 2026

Hematopoiesis traits (MCH, IRF, RDW) GWAS

KGWAS + Prune edge types

58.33Replicated Loci Count

7

Mar 30, 2026

Hematopoiesis traits (MCH, IRF, RDW) GWAS sample size 5,000

Context-aware KGWAS (Replace with perturb graph)

53Number of Replicated Loci

7

Mar 30, 2026

Hematopoiesis traits GWAS MCH, IRF, RDW sample size 1,000

KGWAS + Prioritize genes

32.67Number of Replicated Loci

7

Mar 30, 2026

Popular datasets

Hematopoiesis traits GWAS Hematopoiesis traits

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