Aspect Ratio Sensitive Oriented Object Detection with Transformer for High-Precision Performance

The core message of this paper is to advocate the use of more stringent metrics, such as AP75, to evaluate the performance of oriented object detectors, as the widely used AP50 metric has a large tolerance in angle deviation and cannot accurately reflect the high-precision performance. The authors propose an Aspect Ratio Sensitive Oriented Object Detector with Transformer (ARS-DETR) that exhibits competitive performance on high-precision oriented object detection tasks.