Object Tracking on MOT20

Metric: HOTA (higher is better)

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#	Model↕	HOTA▼	Extra Data	Paper	Date↕	Code
1	BoostTrack++	66.4	No	BoostTrack++: using tracklet information to dete...	2024-08-23	Code
2	BoostTrack+	66.2	Yes	-	-	Code
3	TrackTrack	65.7	Yes	-	-	Code
4	AdapTrack	65	Yes	-	-	Code
5	CMTrack	64.8	Yes	-	-	Code
6	Deep OC-SORT	63.9	Yes	Deep OC-SORT: Multi-Pedestrian Tracking by Adapt...	2023-02-23	Code
7	SMILEtrack	63.4	Yes	SMILEtrack: SiMIlarity LEarning for Occlusion-Aw...	2022-11-16	Code
8	SparseTrack	63.4	Yes	SparseTrack: Multi-Object Tracking by Performing...	2023-06-08	Code
9	BoT-SORT	63.3	Yes	BoT-SORT: Robust Associations Multi-Pedestrian T...	2022-06-29	Code
10	UCMCTrack	62.8	No	UCMCTrack: Multi-Object Tracking with Uniform Ca...	2023-12-14	Code
11	StrongSORT	62.6	Yes	StrongSORT: Make DeepSORT Great Again	2022-02-28	Code
12	OC-SORT	62.4	Yes	Observation-Centric SORT: Rethinking SORT for Ro...	2022-03-27	Code
13	ByteTrack	61.3	Yes	ByteTrack: Multi-Object Tracking by Associating ...	2021-10-13	Code
14	Fast-StrongSORT	61.2	No	When to Extract ReID Features: A Selective Appro...	2024-09-10	Code
15	SFSORT	60.9	No	SFSORT: Scene Features-based Simple Online Real-...	2024-04-11	Code
16	IMM-JHSE	60.87	No	One Homography is All You Need: IMM-based Joint ...	2024-09-04	Code
17	SimpleTrack	57.6	Yes	SimpleTrack: Rethinking and Improving the JDE Ap...	2022-03-08	Code
18	FCG	57.3	Yes	Multiple Object Tracking from appearance by hier...	2022-10-07	Code
19	SGT	57	Yes	Detection Recovery in Online Multi-Object Tracki...	2022-05-02	Code
20	STC_pub	56.1	No	Strong-TransCenter: Improved Multi-Object Tracki...	2022-10-24	Code

#1BoostTrack++SOTA
66.4
HOTA· 2024-08-23
BoostTrack++: using tracklet information to detect more objects in multiple object tracking Code
#2BoostTrack+
66.2
HOTA· Extra Data
No paperCode
#3TrackTrack
65.7
HOTA· Extra Data
No paperCode
#4AdapTrack
65
HOTA· Extra Data
No paperCode
#5CMTrack
64.8
HOTA· Extra Data
No paperCode
#6Deep OC-SORTSOTA
63.9
HOTA· Extra Data· 2023-02-23
Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification Code
#7SMILEtrackSOTA
63.4
HOTA· Extra Data· 2022-11-16
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking Code
#8SparseTrack
63.4
HOTA· Extra Data· 2023-06-08
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth Code
#9BoT-SORTSOTA
63.3
HOTA· Extra Data· 2022-06-29
BoT-SORT: Robust Associations Multi-Pedestrian Tracking Code
#10UCMCTrack
62.8
HOTA· 2023-12-14
UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation Code
#11StrongSORTSOTA
62.6
HOTA· Extra Data· 2022-02-28
StrongSORT: Make DeepSORT Great Again Code
#12OC-SORT
62.4
HOTA· Extra Data· 2022-03-27
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Code
#13ByteTrackSOTA
61.3
HOTA· Extra Data· 2021-10-13
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Code
#14Fast-StrongSORT
61.2
HOTA· 2024-09-10
When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking Code
#15SFSORT
60.9
HOTA· 2024-04-11
SFSORT: Scene Features-based Simple Online Real-Time Tracker Code
#16IMM-JHSE
60.87
HOTA· 2024-09-04
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation Code
#17SimpleTrack
57.6
HOTA· Extra Data· 2022-03-08
SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking Code
#18FCG
57.3
HOTA· Extra Data· 2022-10-07
Multiple Object Tracking from appearance by hierarchically clustering tracklets Code
#19SGT
57
HOTA· Extra Data· 2022-05-02
Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker Code
#20STC_pub
56.1
HOTA· 2022-10-24
Strong-TransCenter: Improved Multi-Object Tracking based on Transformers with Dense Representations Code