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20222026
most citedYOLO v3: Visual and Real-Time Object Detection Model for Smart Surveillance Systems(3s)

4 citations · 10 across the 6 of their papers we have counts for

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cs.CV2026

YOLO26 vs. YOLOv8: A Comprehensive Architectural Benchmark of Next-Generation Real-Time Object Detection Models

Chidera G. Oguine, Kanyifeechukwu J. Oguine, Obiozor M. Oguine +1

This paper presents a rigorous empirical evaluation of Ultralytics YOLO26 against the YOLOv8 baseline, offering an independent real-world stress test of NMS-free architectures on n…