petr

End-to-End Multi-Person Pose Estimation with Transformers

Results and Models

Model	Backbone	Lr schd	mAP	AP50	AP75	APM	APL	Download
PETR	R-50	100e	68.8	87.5	76.3	62.7	77.7	model
PETR	R-101	100e	70.0	88.5	77.5	63.6	79.4	model
PETR	Swin-L	100e	73.1	90.7	80.9	67.2	81.7	model

NOTE

1. Swin-L are trained with batch size 16 due to GPU memory limitation.
2. The performance is unstable. PETR may fluctuate about 0.2 mAP.