A cannabis farm was uncovered after police responded to 999 call about forced entry.
When officers arrived at the address in Cemetery Road, Heckmondwike, at around 11am on Monday, three suspects fled.
Following a chase, two of them were detained by police.
The premises was inspected more closely and 29 cannabis plants were found.
The men were arrested for burglary and further evidence was seized from the premises.
Enquiries are ongoing.