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Published at November 26

A Distractor-Aware Memory for Visual Object Tracking with SAM2

cs.CV

Released Date: November 26, 2024

Authors: Jovana Videnovic¹, Alan Lukezic¹, Matej Kristan¹

Aff.: ¹Faculty of Computer and Information Science, University of Ljubljana, Slovenia

Arxiv: http://arxiv.org/abs/2411.17576v1

Refer to caption

	Quality	Accuracy	Robustness
SAMURAI [45]	0.680	0.722	0.930
SAM2.1Long [14]	0.646	0.719	0.883
ODTrack [50]	0.608	0.740	0.809
Cutie [9]	0.575	0.704	0.776
AOT [47]	0.541	0.622	0.852
AQATrack [40]	0.535	0.693	0.753
SeqTrack [6]	0.529	0.714	0.718
KeepTrack [32]	0.502	0.646	0.748
TransT [5]	0.465	0.669	0.678
SAM2.1 [36]	0.649	0.720	0.887
SAM2.1++	0.694	0.727	0.944