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Papers Benchmarks Datasets Tasks

Essential gene prediction research benchmarks · SOTA2 Research

Essential gene prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

H. sapiens DIP PPI

87.09AUC-ROC

20

Jun 9, 2026

BioGrid H. sapiens

90.7AUC-ROC

12

Jun 9, 2026

BioGrid D. melanogaster

100AUC-ROC

12

Jun 9, 2026

BioGrid S. cerevisiae

100AUC-ROC

12

Jun 9, 2026

H. sapiens PPI STRING (test)

92.89AUC-ROC

12

Jun 9, 2026

D. melanogaster STRING PPI (test)

100AUC-ROC

12

Jun 9, 2026

S. cerevisiae STRING PPI (test)

100AUC-ROC

12

Jun 9, 2026

D. melanogaster DIP

100AUC-ROC

12

Jun 9, 2026

BioGrid E. coli

100AUC ROC

10

Jun 9, 2026

E. coli STRING PPI (test)

100AUC-ROC

10

Jun 9, 2026

E. coli DIP PPI

100AUC-ROC

10

Jun 9, 2026

H. sapiens PPI network BioGrid (test)

90.7AUROC

8

Jun 9, 2026

H. sapiens STRING PPI network

92.89ROC-AUC

8

Jun 9, 2026

Popular datasets

H. sapiens BioGrid E.coli D. melanogaster S. cerevisiae

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