How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection

2 code implementations • 25 Aug 2023 • Yiyang Yao, Peng Liu, Tiancheng Zhao, Qianqian Zhang, Jiajia Liao, Chunxin Fang, Kyusong Lee, Qing Wang

Extensive experimental results show that existing top OVD models all fail on the new tasks except for simple object types, demonstrating the value of the proposed dataset in pinpointing the weakness of current OVD models and guiding future research.

Object Detection