When adding Figure cross-references in Word there are 5 options for the "Insert reference to" field, which determines what the cross-reference displays:
| Option | Rendered as |
|---|---|
| Entire Caption | Figure 1: Lorem ipsum dolor sit amet ... |
| Only label and number | Figure 1 |
| Only caption text | Lorem ipsum dolor sit amet ... |
| Page number … |