Figure 1. Detection results for label “Mountain Dew”. While the
GroundingDINO, one of the state-of-the-art grounded object de-
tection methods, fails to capture the Mountain Dew bottles in the
image displayed in the figure, SearchDet manages to ground every
instance of Mountain Dew that appears in the image. Detection
results for other classes “Phone” and “Fork”.