Torres Strait scrambler (Uvaria rufa)

Uvaria rufa is a vigorous climbing shrub native to Southeast Asia, characterized by its hairy leaves, solitary reddish-brown flowers, and edible, rough-skinned, orange.

Above information is sourced from Wikipedia