notesum.ai
Published at December 3ProbPose: A Probabilistic Approach to 2D Human Pose Estimation
cs.CV
Released Date: December 3, 2024
Authors: Miroslav Purkrabek1, Jiri Matas1
Aff.: 1Czech Technical University in Prague

| Model | COCO | CropCOCO | OCHuman | |||
|---|---|---|---|---|---|---|
| mAP | Ex-mAP | mAP | Ex-mAP | mAP | Ex-mAP | |
| HRFormer-s [32] | 75.2 | 74.6 | 70.9 | 64.3 | 60.3 | 60.0 |
| PVTv2 [28] | 72.0 | 71.5 | 70.7 | 63.1 | 58.5 | 58.1 |
| SWIN-t [15] | 73.5 | 72.9 | 71.3 | 65.0 | 58.1 | 57.9 |
| ViTPose-s [31] | 75.9 | 75.3 | 72.7 | 66.5 | 60.3 | 60.1 |
| ProbPose-s | 76.6 | 76.4 | 81.7 | 73.9 | 60.4 | 60.2 |
| ProbPose-s-DH | 76.2 | 75.4 | 80.9 | 71.4 | 61.4 | 61.2 |