Top Roboflow Computer Vision Papers of 2021

Dwyer, B., Nelson, J., Hansen, T., et al. (2025). Roboflow (Version 1.0) [Software]. Available from https://roboflow.com. Computer vision.

F. Ciaglia, F. Saverio Zuppichini, P. Guerrie, M. McQuade, and J. Solawetz, "Roboflow 100: A rich, multi-domain object detection benchmark," 2022, arXiv:2211.13523.

P. Robicheaux, M. Popov, A. Madan, I. Robinson, J. Nelson, D. Ramanan, N. Peri, Roboflow 100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models, Roboflow (2025).

P. Robicheaux, M. Popov, I. Robinson, RF-DETR: SOTA Real-Time Object Detection Model, Roboflow (2025). https://github.com/roboflow/rf-detr

EXAMPLE: Team Roboflow. "COCO 128 Dataset". Roboflow. https://universe.roboflow.com/team-roboflow/coco-128 (accessed DATE HERE)

EXAMPLE: Gallagher, J., & Skalski, P. (2023, September 27). GPT-4 with Vision: Complete Guide and Evaluation. Roboflow. https://blog.roboflow.com/gpt-4-vision/