notesum.ai
Published at October 30YOLOv11 for Vehicle Detection: Advancements, Performance, and Applications in Intelligent Transportation Systems
cs.CV
cs.AI
Released Date: October 30, 2024
Authors: Mujadded Al Rabbani Alif1
Aff.: 1Department of Computer Science, Huddersfield University, Queensgate, Huddersfield HD1 3DH, UK

| Model | mAP@0.5 | mAP@0.75 | mAP@[0.5:0.95] |
|---|---|---|---|
| YOLOv8 | 73.9% | 64.5% | 45.2% |
| YOLOv10 | 74.3% | 65.2% | 46.7% |
| YOLOv11 | 76.8% | 68.1% | 48.5% |