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. 2023 Jan 9;13:1103092. doi: 10.3389/fgene.2022.1103092

TABLE 3.

Comparison with four GNN methods in two cell-specific datasets under leave-gene-out evaluation setting.

Model K562 Jurkat
ROC-AUC AUPR Precision@5 ROC-AUC AUPR Precision@10
DDGCN - - - - - -
GCATSL 0.523 0.516 0.528 0.508 0.552 0.521
KG4SL 0.508 0.508 0.515 0.501 0.505 0.318
PiLSL 0.627 0.616 0.611 0.629 0.608 0.667
MVGCN-iSL 0.642 0.623 0.632 0.596 0.643 0.598