Object Tracking on BDD100K test

Metric: mIDF1 (higher is better)

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#	Model↕	mIDF1▼	Extra Data	Paper	Date↕	Code
1	SUSHI	60	No	Unifying Short and Long-Term Tracking with Graph...	2022-12-06	Code
2	ContrasTR	56.5	No	Contrastive Learning for Multi-Object Tracking w...	2023-11-14	Code
3	ByteTrack	55.8	No	ByteTrack: Multi-Object Tracking by Associating ...	2021-10-13	Code
4	QDtrack	52.3	No	QDTrack: Quasi-Dense Similarity Learning for App...	2022-10-12	Code
5	Yu et al.	44.7	No	BDD100K: A Diverse Driving Dataset for Heterogen...	2018-05-12	Code

#1SUSHISOTA
60
mIDF1· 2022-12-06
Unifying Short and Long-Term Tracking with Graph Hierarchies Code
#2ContrasTR
56.5
mIDF1· 2023-11-14
Contrastive Learning for Multi-Object Tracking with Transformers Code
#3ByteTrackSOTA
55.8
mIDF1· 2021-10-13
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Code
#4QDtrack
52.3
mIDF1· 2022-10-12
QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking Code
#5Yu et al.SOTA
44.7
mIDF1· 2018-05-12
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Code