Online Multiplayer Tracking by Extracting Temporal Contexts with Transformer

Table 3

Comparison of tracking performance on the EPFL-basketball dataset.

Methods	Mode	MOTA↑	MOTP↑	IDF1↑	MT↑	ML↓	FP↓	FN↓	FPS↓
CEM [36]	Offline	59.0	63.3	37.9	48.0	41.1	2834	5863	5.4
MHT [14]	Offline	61.2	61.0	40.1	47.3	36.4	3037	5974	3.8
ELP [37]	Offline	66.4	65.9	45.3	45.6	39.0	2785	5359	6.0
SORT [6]	Online	67.1	72.9	52.9	53.8	38.8	2944	4990	21.5
Ours	Online	68.7	68.5	50.6	54.5	31.7	2767	4550	19.0