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AILab-CVC / YOLO-World

[CVPR 2024] Real-Time Open-Vocabulary Object Detection
https://www.yoloworld.cc
GNU General Public License v3.0
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Precision gap between git and paper #483

Open YonghaoHe opened 2 weeks ago

YonghaoHe commented 2 weeks ago

I found the precision gap of yolo-world-v1 between git and paper. See below: yolo-world-v1-github yolo-world-v1-paper Do I miss something?

wondervictor commented 1 week ago

Hi @YonghaoHe The results between the paper and GitHub model zoo differ from:

  1. We use FixedAP to compute the AP with a maximum of 10k predictions and report the results in our paper. In the GitHub repo, we use the naive AP as the metric.
  2. The checkpoints in GitHub are trained based on the improved version and YOLO-World-v2 performs well than the paper version.