Object Tracking on MOT17

Metric: HOTA (higher is better)

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#	Model↕	HOTA▼	Extra Data	Paper	Date↕	Code
1	TrackTrack	67.1	Yes	-	-	Code
2	BoostTrack++	66.6	Yes	BoostTrack++: using tracklet information to dete...	2024-08-23	Code
3	BoostTrack+	66.4	Yes	-	-	Code
4	UCMCTrack	65.8	No	UCMCTrack: Multi-Object Tracking with Uniform Ca...	2023-12-14	Code
5	AdapTrack	65.7	Yes	-	-	Code
6	CMTrack	65.5	Yes	-	-	Code
7	SMILEtrack	65.24	Yes	SMILEtrack: SiMIlarity LEarning for Occlusion-Aw...	2022-11-16	Code
8	SparseTrack	65.1	No	SparseTrack: Multi-Object Tracking by Performing...	2023-06-08	Code
9	FeatureSORT	65	No	FeatureSORT: Essential Features for Effective Tr...	2024-07-05	-
10	BoT-SORT	65	No	BoT-SORT: Robust Associations Multi-Pedestrian T...	2022-06-29	Code
11	IMM-JHSE	64.9	No	One Homography is All You Need: IMM-based Joint ...	2024-09-04	Code
12	Deep OC-SORT	64.9	Yes	Deep OC-SORT: Multi-Pedestrian Tracking by Adapt...	2023-02-23	Code
13	StrongSORT	64.4	Yes	StrongSORT: Make DeepSORT Great Again	2022-02-28	Code
14	OC-SORT	63.2	No	Observation-Centric SORT: Rethinking SORT for Ro...	2022-03-27	Code
15	ByteTrack	63.1	Yes	ByteTrack: Multi-Object Tracking by Associating ...	2021-10-13	Code
16	C-TWiX	63.1	Yes	Learning Data Association for Multi-Object Track...	2024-03-12	Code
17	Fast-StrongSORT	62.7	No	When to Extract ReID Features: A Selective Appro...	2024-09-10	Code
18	FCG	62.6	No	Multiple Object Tracking from appearance by hier...	2022-10-07	Code
19	CAMELTrack (fully online)	62.4	No	CAMELTrack: Context-Aware Multi-cue ExpLoitation...	2025-05-02	Code
20	SFSORT	61.7	No	SFSORT: Scene Features-based Simple Online Real-...	2024-04-11	Code
21	Unicorn	61.7	No	Towards Grand Unification of Object Tracking	2022-07-14	Code
22	SimpleTrack	61.6	No	SimpleTrack: Rethinking and Improving the JDE Ap...	2022-03-08	Code
23	SGT	60.8	No	Detection Recovery in Online Multi-Object Tracki...	2022-05-02	Code
24	CO-MOT	60.1	No	Bridging the Gap Between End-to-end and Non-End-...	2023-05-22	Code
25	MOTIP (Deformable-DETR)	59.2	No	Multiple Object Tracking as ID Prediction	2024-03-25	Code
26	GTR	59.1	No	Global Tracking Transformers	2022-03-24	Code
27	ContrasTR	58.9	No	Contrastive Learning for Multi-Object Tracking w...	2023-11-14	Code

#1TrackTrack
67.1
HOTA· Extra Data
No paperCode
#2BoostTrack++SOTA
66.6
HOTA· Extra Data· 2024-08-23
BoostTrack++: using tracklet information to detect more objects in multiple object tracking Code
#3BoostTrack+
66.4
HOTA· Extra Data
No paperCode
#4UCMCTrackSOTA
65.8
HOTA· 2023-12-14
UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation Code
#5AdapTrack
65.7
HOTA· Extra Data
No paperCode
#6CMTrack
65.5
HOTA· Extra Data
No paperCode
#7SMILEtrackSOTA
65.24
HOTA· Extra Data· 2022-11-16
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking Code
#8SparseTrack
65.1
HOTA· 2023-06-08
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth Code
#9FeatureSORT
65
HOTA· 2024-07-05
FeatureSORT: Essential Features for Effective Tracking
#10BoT-SORTSOTA
65
HOTA· 2022-06-29
BoT-SORT: Robust Associations Multi-Pedestrian Tracking Code
#11IMM-JHSE
64.9
HOTA· 2024-09-04
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation Code
#12Deep OC-SORT
64.9
HOTA· Extra Data· 2023-02-23
Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification Code
#13StrongSORTSOTA
64.4
HOTA· Extra Data· 2022-02-28
StrongSORT: Make DeepSORT Great Again Code
#14OC-SORT
63.2
HOTA· 2022-03-27
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Code
#15ByteTrackSOTA
63.1
HOTA· Extra Data· 2021-10-13
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Code
#16C-TWiX
63.1
HOTA· Extra Data· 2024-03-12
Learning Data Association for Multi-Object Tracking using Only Coordinates Code
#17Fast-StrongSORT
62.7
HOTA· 2024-09-10
When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking Code
#18FCG
62.6
HOTA· 2022-10-07
Multiple Object Tracking from appearance by hierarchically clustering tracklets Code
#19CAMELTrack (fully online)
62.4
HOTA· 2025-05-02
CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking Code
#20SFSORT
61.7
HOTA· 2024-04-11
SFSORT: Scene Features-based Simple Online Real-Time Tracker Code
#21Unicorn
61.7
HOTA· 2022-07-14
Towards Grand Unification of Object Tracking Code
#22SimpleTrack
61.6
HOTA· 2022-03-08
SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking Code
#23SGT
60.8
HOTA· 2022-05-02
Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker Code
#24CO-MOT
60.1
HOTA· 2023-05-22
Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object Tracking Code
#25MOTIP (Deformable-DETR)
59.2
HOTA· 2024-03-25
Multiple Object Tracking as ID Prediction Code
#26GTR
59.1
HOTA· 2022-03-24
Global Tracking Transformers Code
#27ContrasTR
58.9
HOTA· 2023-11-14
Contrastive Learning for Multi-Object Tracking with Transformers Code