YOLOv12x

Reported on 6 benchmarks across 5 tasks · 2 papers · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology5 results

2D Object DetectiononUAVDB
AP50· 2024-09-09
0.896
SOTA
UAVDB: Trajectory-Guided Adaptable Bounding Boxes for UAV Detection arXiv:2409.06490
3DonCOCO (Common Objects in Context)
box AP· 2025-02-20
55.2
best: 59.5 (DEIM-D-FINE-X+)
YOLOv12: A Breakdown of the Key Architectural Features arXiv:2502.14740
2D ClassificationonCOCO (Common Objects in Context)
box AP· 2025-02-20
55.2
best: 59.5 (DEIM-D-FINE-X+)
YOLOv12: A Breakdown of the Key Architectural Features arXiv:2502.14740
2D Object DetectiononCOCO (Common Objects in Context)
box AP· 2025-02-20
55.2
best: 59.5 (DEIM-D-FINE-X+)
YOLOv12: A Breakdown of the Key Architectural Features arXiv:2502.14740
16konCOCO (Common Objects in Context)
box AP· 2025-02-20
55.2
best: 59.5 (DEIM-D-FINE-X+)
YOLOv12: A Breakdown of the Key Architectural Features arXiv:2502.14740

Computer Vision1 result

Object DetectiononCOCO (Common Objects in Context)
box AP· 2025-02-20
55.2
best: 59.5 (DEIM-D-FINE-X+)
YOLOv12: A Breakdown of the Key Architectural Features arXiv:2502.14740