Video on BDD100K val

Metric: mIDF1 (higher is better)

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#	Model↕	mIDF1▼	Extra Data	Paper	Date↕	Code
1	UNINEXT-H	56.7	No	Universal Instance Perception as Object Discover...	2023-03-12	Code
2	MOTRv2	56.5	No	MOTRv2: Bootstrapping End-to-End Multi-Object Tr...	2022-11-17	Code
3	Adaptive-searching -windows Tracker	56.5	No	-	-	-
4	ByteTrack	54.8	No	ByteTrack: Multi-Object Tracking by Associating ...	2021-10-13	Code
5	QDTrack	54.3	No	QDTrack: Quasi-Dense Similarity Learning for App...	2022-10-12	Code
6	Unicorn	54	No	Towards Grand Unification of Object Tracking	2022-07-14	Code
7	TETer	53.3	No	Tracking Every Thing in the Wild	2022-07-26	Code
8	ContrasTR	52.9	No	Contrastive Learning for Multi-Object Tracking w...	2023-11-14	Code
9	QDTrack	50.8	No	Quasi-Dense Similarity Learning for Multiple Obj...	2020-06-11	Code

#1UNINEXT-HSOTA
56.7
mIDF1· 2023-03-12
Universal Instance Perception as Object Discovery and Retrieval Code
#2MOTRv2SOTA
56.5
mIDF1· 2022-11-17
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors Code
#3Adaptive-searching -windows Tracker
56.5
mIDF1
No paper
#4ByteTrackSOTA
54.8
mIDF1· 2021-10-13
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Code
#5QDTrack
54.3
mIDF1· 2022-10-12
QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking Code
#6Unicorn
54
mIDF1· 2022-07-14
Towards Grand Unification of Object Tracking Code
#7TETer
53.3
mIDF1· 2022-07-26
Tracking Every Thing in the Wild Code
#8ContrasTR
52.9
mIDF1· 2023-11-14
Contrastive Learning for Multi-Object Tracking with Transformers Code
#9QDTrackSOTA
50.8
mIDF1· 2020-06-11
Quasi-Dense Similarity Learning for Multiple Object Tracking Code