Fig. 1. The main paradigmatic types of existing oriented object detec-
tion. Existing methods are primarily divided into rotated boxes (RBox)-
supervised, horizontal boxes (HBox)-supervised, Point-supervised, and Semi-
Supervised approaches. Compared to these settings, our proposed Partial
Weakly-supervised methods have high annotation speed and low costs.