works on
dataset evaluation 1domain matching 1object detection 1synthetic data 1training-free metrics 1

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

collaborators

1 paper

cs.CV2026

Training-Free Metrics for Synthetic Object Detection Data: A Proxy for Detector Performance

Myeongseok Nam, Donghun Yeo, Seungwook Kim

The paper introduces Conditional-Composition Domain Match (CCDM), a training-free metric that ranks synthetic object detection datasets by comparing feature distributions within co…