works on
adverse environmental conditions 1autonomous driving perception 1large vision-language models 1object detection 1safety of intended functionality 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

A Comparative Evaluation of Large Vision-Language Models for 2D Object Detection under SOTIF Conditions

Ji Zhou, Yilin Ding, Yongqi Zhao +4

The paper systematically evaluates ten large vision‑language models for 2D object detection on the PeSOTIF benchmark, comparing their recall and precision to YOLOv5 and RT‑DETRv4 u…