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Published at October 22

MPT: A Large-scale Multi-Phytoplankton Tracking Benchmark

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Released Date: October 22, 2024

Authors: Yang Yu¹, Yuezun Li¹, Xin Sun², Junyu Dong¹

Aff.: ¹College of Computer Science and Technology, Ocean University of China, Qingdao, China.; ²Faculty of Data Science, City University of Macau, Macau, China.

Arxiv: https://arxiv.org/abs/2410.16695v1

Method	MOTA $\uparrow$	IDF1 $\uparrow$	IDs $\downarrow$	FP $\downarrow$	FN $\downarrow$
Sort (ICIP’16)[30]	6.2	10.0	924	128	15307
DeepSort (ICIP’17)[31]	-	7.6	800	153	17345
TraDeS (CVPR’21)[29]	30.2	30.4	2037	1355	8786
BotSort (Arxiv’22)[32]	11.6	25.7	198	988	14242
ByteTrack (ECCV’22)[33]	15.6	36.7	202	2172	12360
UAVMot (CVPR’22)[34]	12.3	30.3	392	1783	13126
StrongSort (TMM’23)[35]	9.5	12.3	283	1642	13924
UCMCTrack (AAAI’24)[36]	13.4	8.6	622	1406	12937
BoostTrack (MVA’24)[37]	22.3	32.2	305	2274	9764
TLTDMOT (CVPR’24)[38]	18.7	24.1	340	1518	14626
DSFT	53.6	46.2	2352	2001	3737
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