Object Detection Leaderboard
65 models · COCO 2017 val (5k images) · Data from Jul 25, 2026 · Source: Roboflow
Showing 5 of 65 models
| # | Model | Arch | Params | mAP 50:95 ↓ | mAP 50 | mAP 75 | Small | Medium | Large | License |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | yolov8x | YOLOv8 | 68.2M | 0.529 | 0.694 | 0.577 | 0.346 | 0.583 | 0.696 | APGL-3.0 |
| 2 | yolov8l | YOLOv8 | 43.7M | 0.518 | 0.683 | 0.565 | 0.345 | 0.572 | 0.688 | APGL-3.0 |
| 3 | yolov8m | YOLOv8 | 25.9M | 0.492 | 0.657 | 0.536 | 0.309 | 0.546 | 0.654 | APGL-3.0 |
| 4 | yolov8s | YOLOv8 | 11.2M | 0.441 | 0.602 | 0.477 | 0.252 | 0.489 | 0.602 | APGL-3.0 |
| 5 | yolov8n | YOLOv8 | 3.15M | 0.365 | 0.514 | 0.397 | 0.174 | 0.404 | 0.519 | APGL-3.0 |