Online Multiplayer Tracking by Extracting Temporal Contexts with Transformer

Table 1

Comparison of tracking performance on the expanded APIDIS basketball dataset.

Methods	Mode	MOTA↑	MOTP↑	IDF1↑	MT↑	ML↓	FP↓	FN↓	FPS↓
CEM [36]	Offline	64.0	76.9	46.7	45.1	23.6	1598	3190	1.1
MHT [14]	Offline	73.2	78.6	50.3	54.7	22.9	890	2787	0.8
ELP [37]	Offline	74.7	80.4	55.9	55.3	21.4	801	2561	3.6
SORT [6]	Online	74.8	80.3	52.0	56.3	22.7	763	2757	17.2
Ours	Online	75.3	80.6	56.1	57.0	20.0	767	2538	15.1