Reward-Guided Semantic Evolution for Test-time Adaptive Object Detection

Lihua Zhou, Mao Ye, Xiatian Zhu +7

Open-vocabulary object detection with vision-language models (VLMs) such as Grounding DINO suffers from performance degradation under test-time distribution shifts, primarily due t…