Table 3 Compare with methods on the pickleball dataset. In this experiment, we re-implement the SOTA methods on this dataset.

Methods	Backbone	Frame size	AP	AP⁷⁵	AP^M	AP^L
SwinT	SwinT	256 × 192	0.755	0.795	0.723	0.801
SimpleBaseline	ResNet-50	256 × 192	0.748	0.768	0.704	0.781
DERK	HRNet-W32	512 × 512	0.751	0.776	0.743	0.802
HigherHRNet + SWAHR	HRNet-W32	512 × 512	0.786	0.799	0.771	0.793
AECA	ResNet-18	384 × 288	0.769	0.787	0.762	0.810
EBA	ResNet-18	256 × 255	0.799	0.821	0.756	0.809
TokenPose	TokenPose-L/D24	256 × 192	0.796	0.819	0.751	0.810
RIFormer	HRFormer-B	256 × 192	0.801	0.818	0.764	0.813
MCTN	DETR	256 × 192	0.813	0.837	0.775	0.822
MCTN	RT-DETRv3	256 × 192	0.822	0.841	0.778	0.846
MCTN	DETR	384 × 288	0.816	0.837	0.777	0.827
MCTN	RT-DETRv3	384 × 288	0.822	0.846	0.780	0.844

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