Online Multiplayer Tracking by Extracting Temporal Contexts with Transformer

Table 2

Comparison of tracking performance on the ISSIA-soccer dataset.

Methods	Mode	MOTA↑	MOTP↑	IDF1↑	MT↑	ML↓	FP↓	FN↓	FPS↓
CEM [36]	Offline	62.8	66.8	38.3	35.9	25.6	1062	2168	1.7
MHT [14]	Offline	63.5	68.2	39.8	36.2	22.1	306	2280	1.3
ELP [37]	Offline	67.5	65.1	43.6	38.9	24.3	334	2017	3.6
SORT [6]	Online	69.1	71.5	46.7	49.1	22.5	329	2033	17.2
Ours	Online	72.4	75.7	50.5	53.1	19.5	366	2480	23.2