Botanical name: Ibervillea tenuisecta
Common names: Cutleaf Globe Berry, Slimlobe Globeberry
Family: Cucurbitaceae
Origin: Mexico
Geophyte twining vine, the vine part is mostly deciduous. The female flowers look like they have growing from a miniature watermellon. The fruit becomes red as it ripens.
Drought-tolerant; suitable for xeriscaping.
Similar plants: Ibervillea tenuisecta (Cutleaf Globe Berry)
Link to this plant:
https://toptropicals.com/catalog/uid/ibervillea_tenuisecta.htm