Cleome is a grown as an annual. The seeds must be cold stratified (something that happens naturally if you sow the seed outside in fall). The seed needs light to germinate so don't cover it at all. If you have bird feeders, the birds might have helped you out by cleaning up ALL the scattered seed for you. That's what happens in my yard.
