FACTOR: Counterfactual Training-Free Test-Time Adaptation for Open-Vocabulary Object Detection

Kaixiang Zhao, Mao Ye, Lihua Zhou +4

Open-vocabulary object detection often fails under distribution shifts, as it can be misled by spurious correlations between non-causal visual attributes (e.g., brightness, texture…