Table 3 AUC and AUPR scores of models on cell-type-specific networks (TF + 500)

From: AnomalGRN: deciphering single-cell gene regulation network with graph anomaly detection

AUC/datasets	hESC	hHEP	mDC	mESC	mHSC-E	mHSC-GM	mHSC-L
scMGATGRN	0.87	0.89	0.76	0.92	0.90	0.93	0.86
scGREAT	0.89	0.91	0.81	0.94	0.93	0.93	0.88
AnomalGRN	0.99	0.99	0.98	0.96	0.98	0.98	0.98
AUPR/datasets	hESC	hHEP	mDC	mESC	mHSC-E	mHSC-GM	mHSC-L
scMGATGRN	0.59	0.80	0.12	0.81	0.91	0.93	0.86
scGREAT	0.89	0.91	0.84	0.95	0.94	0.94	0.89
AnomalGRN	0.98	0.98	0.98	0.93	0.98	0.99	0.98

Back to article page