You mean POINT to POINT, no gateway or anything In between?
If so YES.
HTH
GL 
PJ
AFAIK , you set the same network number and use consecutive addresses,
ie. Network 5 , HOST “A” address 101, HOST “B” address 102, //same Network Number different addresses.