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roboflow in research advancing computer vision ai research apply for credits research citing roboflow back to roboflow com sign in book a demo get started advancing and contributing to computer vision research roboflow in research we publish original state of the art research have invested 1m into researchers and academics and are cited by leading global institutions explore our research apply for research credits browse citations 1 sota open source vision model 10k papers citing roboflow 1m credits for reseachers rf detr sota vision model in early 2025 we released rf detr a state of the art real time object detection model the first to achieve real time 60 map on coco open source apache 2 0 license deploy today model training 5 min read jul 24 2025 advancing state of the art object detection again with rf detr learn how to use and train the three new state of the art rf detr object detection model sizes james gallagher joseph nelson model training 7 min read mar 20 2025 rf detr a sota real time object detection model today we are releasing rf detr a state of the art real time object detection model learn more about how rf detr works and how to use this model i peter robicheaux james gallagher joseph nelson isaac robinson love for rf detr yann lecun chief ai scientist at meta rf detr dinov2 pretrained encoder multiscale detr architecture sota on fast object detection nicolas carion nick urena machine learning engineer usg we benchmarked rf detr vs the yolo models we were using for our industrial use cases we re migrating to rf detr in every place we can given seeing its superior performance merve noyan open sourceress at hugging face do not sleep on rf detr it s a sota real time and most importantly open source object detector released by roboflow skalskip92 my vibe tests on very noisy images and videos have passed currently being integrated to transformers benchmarking vision models evaluating vision models on comprehensive real world datasets benchmark roboflow 100 vl a multi domain object detection benchmark for vision language models a new object detection benchmark that measures model domain adaptability to real world problems rf100 vl was designed by researchers from roboflow and carnegie mellon university mar 2025 vlm vibe check vision ai checkup take your llm to the optometrist vision ai checkup measures how well new multimodal models perform at real world use cases our assessment consists of dozens of images questions and answers that we benchmark against models and is meant as an unofficial vibe test of vlm performance current benchmark roboflow 100 a new object detection benchmark advancing the state of the art in object recognition with a new way to benchmark computer vision models across domains and task targets nov 2022 model arena playground test compare and rank vision language models upload an image and enter classes to compare how ai vision models compare to one another current leaderboard cv model leaderboard compare models across object detection and pcs leaderboard our leaderboard shows the accuracy of top performing models on the industry standard microsoft coco object detection benchmark current roboflow mentioned in 10k papers every day researchers and academics are using roboflow to advance their work browse all citations deep learning system for covid 19 diagnosis aid using x ray pulmonary images mdpi com 194 citations j civit masot f luna perejón m domínguez morales 2020 mdpi grounded language image pre training thecvf com 1395 citations lh li p zhang h zhang j yang c li 2022 cvf real time flying object detection with yolov8 arxiv org 802 citations d reis j hong j kupec a daoudi 2024 arxiv safety security rf100 florence a new foundation model for computer vision arxiv org 1059 citations d chen yl chen n codella x dai 2021 arxiv other twin adversarial contrastive learning for underwater image enhancement and beyond google com 274 citations z jiang s yang x fan 2022 a comprehensive survey on segment anything model for vision and beyond arxiv org 131 citations c zhang l liu y cui g huang w lin y yang 2023 arxiv are you a researcher or student we have invested over 1m into new research leveraging roboflow apply for research credits plan features enhanced image augmentations 50 credits per month 15 team members 20 projects rf detr research license you can use the platform model licensed rf detr weights for non commercial research purposes conferences our team presents research and industry insights at leading computer vision conferences iclr 2026 rf detr neural architecture search for real time detection transformers rf detr will be presented at iclr 2026 showcasing neural architecture search for real time detection transformers apr 2026 singapore neurips 2025 rf100 vl multi domain object detection benchmark for vlms rf100 vl was presented at neurips 2025 introducing a multi domain object detection benchmark for vision language models dec 2025 san diego ca iccv 2025 vision workshop mmfm workshop presented at the vision workshop and rf100 vl was showcased as a non archival poster at the 4th multimodal foundation models workshop oct 2025 honolulu hi cvpr 2025 foundational few shot object detection challenge roboflow and carnegie mellon university are collaborating to release the second iteration of the foundational few shot object detection challenge at cvpr 2025 jun 2025 nashville tn neurips 2024 best of 2024 in vision peter robicheaux and isaac robinson of roboflow and vik korrapati at moondream recap the best work of 2024 in frontier open model vision work dec 2024 vancouver cvpr 2023 the 2nd workshop on computer vision in the wild jun 2023 vancouver join the team help make the world programmable we re hiring see open roles product universe annotate train workflows deploy cloud hosting pricing talk to sales enterprise ecosystem notebooks autodistill supervision inference roboflow 100 open source hardware templates developers documentation user forum changelog what is computer vision weekly product webinar convert annotation formats computer vision models model playground industries customer stories aerospace defense automotive consumer goods energy utilities healthcare medicine industrial manufacturing logistics manufacturing media entertainment retail service transportation warehousing models rf detr yolo11 yolov8 yolov5 florence 2 sam 2 multimodal models explore all models company about us blog careers press contact service status terms of service enterprise terms privacy policy sitemap 2025 roboflow inc all rights reserved