DEIM: DETR with Improved Matching for Fast Convergence
Shihua Huang, Zhichao Lu, Xiaodong Cun, Yongjun Yu, Xiao Zhou, Xi Shen
2025Year
14Top-tier citations
Abstract
Ours D-FINE YOLOv11 YOLOv10 RT-DETRv3 RT-DETRv2 RT-DETR (b) Better: exceeding all real-time detectors Figure 1. Comparison with state-of-the-art real-time object detectors on COCO [20]. The proposed DEIM achieves faster convergence (a) and superior performance in terms of average precision (AP) and latency (b) when compared to state-of-the-art real-time object detectors.
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Cited by top-tier papers14
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