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Papers Benchmarks Datasets Tasks

Marker gene prediction research benchmarks · SOTA2 Research

Marker gene prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

D_ts^mk tissue marker genes

0.73AUROC

9

Feb 26, 2026

D_ct^mk cell-type specific marker genes

0.756AUROC

9

Feb 26, 2026

GSE130148 D2mk (full)

73AUROC

9

Feb 26, 2026

GSE96583 subset 5 D1mk

0.76AUROC

9

Feb 26, 2026

GSE96583 4 D1mk

74.8AUROC

9

Feb 26, 2026

GSE96583 3 D1mk

0.754AUROC

9

Feb 26, 2026

GSE96583 2 D1mk

0.753AUROC

9

Feb 26, 2026

GSE96583 subset 1 D1mk

0.767AUROC

9

Feb 26, 2026

Popular datasets

GSE96583 GSE130148 D_ct^mk D_ts^mk

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