Network model | Method | AUC50 | AUC100 | AUC300 | AUC500 | AUC700 | AUC1000 |
---|---|---|---|---|---|---|---|
Heterogeneous network | CIPHER-DN | 0.2332*** | 0.2439*** | 0.2510*** | 0.2524*** | 0.2530*** | 0.2535*** |
CIPHER-SP | 0.2068*** | 0.2478*** | 0.3112*** | 0.3369*** | 0.3568*** | 0.3790*** | |
RWRH | 0.2382*** | 0.2849*** | 0.3849*** | 0.4503** | 0.4922** | 0.5388** | |
PRINCE | 0.2632* | 0.3065* | 0.3787** | 0.4247*** | 0.4594*** | 0.5092*** | |
BIRW | 0.2615* | 0.3082* | 0.4095* | 0.4653 | 0.5068* | 0.5513* | |
Katz | 0.2101*** | 0.2726*** | 0.3831** | 0.4451* | 0.4838** | 0.5289** | |
CATAPULT | 0.1370*** | 0.1957*** | 0.3148*** | 0.3803*** | 0.4315*** | 0.4875*** | |
NoN | CR | 0.2711* | 0.3235 | 0.4244 | 0.4815 | 0.5233 | 0.5665 |
NoSN a | CRstar | 0.2900 | 0.3408 | 0.4347 | 0.4890 | 0.5331 | 0.5779 |
NoSN b | CRstar | 0.2900 | 0.3400 | 0.4355 | 0.4882 | 0.5331 | 0.5798 |
WCRstar | 0.2906 | 0.3409 | 0.4384 | 0.4973 | 0.5415 | 0.5863 |