The paper introduces a novel scale-wise metric for evaluating object detection algorithms, addressing the issue of balance between fine-grained and reliable measurements. By using a filter bank consisting of triangular and trapezoidal band-pass filters, the proposed metrics can highlight the distinctions among various methods and datasets.

 

Publication date: July 21, 2023
Project Page: https://shinya7y.github.io/
Paper: https://arxiv.org/pdf/2307.11748.pdf