Pose estimation: Multi-person 2D
2D keypoints for everyone in the frame.
No checkpoint here has both a measured speed and a measured accuracy yet, so there is nothing to plot.
20 measured checkpoints are not yet scored for accuracy.
All multi-person 2d models
Each model runs at its official default input, shown under its latency. A smaller input is less work, so compare latencies across input sizes with care.
| Model | Accuracy (paper under it) | 4090 latency (input under it) | VRAM peak | License |
|---|---|---|---|---|
| GTR-Pose4 sizes: s, m, l, x | Not yet scored70.1 COCO keypoint AP paper | 34.0 ms640x640 | 639 MiB | Commercial OK |
| RF-DETR Keypoint1 size: preview | Not yet scored71.8 COCO keypoint AP50:95 paper | 16.7 ms576x576 | 1.3 GiB | Commercial OK |
| YOLO11-pose5 sizes: n, s, m, l, x | Not yet scored50 COCO mAPpose 50-95 paper | 14.2 ms640x448 | 574 MiB | Conditional |
| YOLO26-pose5 sizes: n, s, m, l, x | Not yet scored57.2 COCO mAPpose 50-95 (e2e) paper | 14.9 ms640x448 | 580 MiB | Conditional |
| YOLOv8-pose5 sizes: n, s, m, l, x | Not yet scored50.4 COCO mAPpose 50-95 paper | 12.6 ms640x448 | 514 MiB | Conditional |