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Papers Benchmarks Datasets Tasks

Gene perturbation representation learning research benchmarks · SOTA2 Research

Gene perturbation representation learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Perturb-seq CORUM

30.75Recall

3

Feb 26, 2026

Perturb-seq SIGNOR

22.68Recall

3

Feb 26, 2026

Perturb-seq REACT

19.15Recall

3

Feb 26, 2026

Perturb-seq GWAS hits (20)

9.85Recall

3

Feb 26, 2026

Perturb-seq GWAS hits (10)

9.69Recall

3

Feb 26, 2026

Perturb-seq GWAS hits (5)

9.51Recall

3

Feb 26, 2026

Perturb-seq GO BP (20)

11.8Recall

3

Feb 26, 2026

Perturb-seq GO BP (10)

12.09Recall

3

Feb 26, 2026

Perturb-seq GO BP (5)

11.71Recall

3

Feb 26, 2026

Perturb-seq Cell Marker (20)

9.82Recall

3

Feb 26, 2026

Perturb-seq Cell Marker (10)

9.63Recall

3

Feb 26, 2026

Perturb-seq Cell Marker

9.2Recall

3

Feb 26, 2026

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