MIPPIS: protein–protein interaction site prediction network with multi-information fusion

BMC Bioinformatics

Table 4 Performance comparison with other methods on Test_60

	ACC	Precision	Recall	F₁	MCC	AUROC	AUPRC
PSIVER	0.561	0.188	0.534	0.278	0.074	0.573	0.190
ProNA2020	0.738	0.275	0.402	0.326	0.176	N/A	N/A
SCRIBER	0.667	0.253	0.568	0.350	0.193	0.665	0.278
DLPred	0.682	0.264	0.565	0.360	0.208	0.677	0.294
DELPHI	0.697	0.276	0.568	0.372	0.225	0.699	0.319
DeepPPISP	0.657	0.243	0.539	0.335	0.167	0.653	0.276
EnsemPPIS	0.716	–	–	0.401	0.266	0.726	0.352
SPPIDER	0.752	0.331	0.557	0.415	0.285	0.755	0.373
MaSIF-site	0.780	0.370	0.561	0.446	0.326	0.775	0.439
GraphPPIS	0.776	0.368	0.584	0.451	0.333	0.786	0.429
EquitPPIS	0.787	0.389	0.615	0.477	0.366	0.805	0.467
Our MODEL	0.820	0.440	0.520	0.477	0.371	0.802	0.471

ISSN: 1471-2105