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Pyyan / Compare / DINO-X vs YOLOv12

DINO-X vs YOLOv12

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Object Detection · verified 13 Aug 2026

IDINO-XIDEA Researchcurrent
YOLOv12Ultralyticscurrent
3 slots left
SpecificationDINO-XYOLOv12
SummaryOpen-world detection, segmentation and pose in one model.Attention-centric YOLO, still widely deployed.
COCO mAP~56~55
SpeedModerateVery high
LicenceProprietaryAGPL-3.0
FamilyOpen vocabularySingle stage
Open vocabularyYesNo
Released20242025
CategoryObject DetectionObject Detection
OfficialIDEA Research ↗Ultralytics ↗

Highlighted rows are where these differ.

DINO-X

  • Handles long-tail objects without class lists
  • API-first

Best for open-world perception.

Full spec sheet →

YOLOv12

  • Attention added to the classic single-stage design
  • Same licensing consideration as YOLO26

Best for teams already on the YOLO toolchain.

Full spec sheet →