Multi-Object Tracking on MOT20

Metric: IDF1 (higher is better)

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#	Model↕	IDF1▼	Extra Data	Paper	Date↕	Code
1	BoostTrack++	82	No	BoostTrack++: using tracklet information to dete...	2024-08-23	Code
2	BoostTrack+	81.5	Yes	-	-	Code
3	TrackTrack	80.9	Yes	-	-	Code
4	AdapTrack	80.7	Yes	-	-	Code
5	CMTrack	79.9	Yes	-	-	Code
6	Deep OC-SORT	79.2	Yes	Deep OC-SORT: Multi-Pedestrian Tracking by Adapt...	2023-02-23	Code
7	SMILEtrack	77.5	Yes	SMILEtrack: SiMIlarity LEarning for Occlusion-Aw...	2022-11-16	Code
8	BoT-SORT	77.5	Yes	BoT-SORT: Robust Associations Multi-Pedestrian T...	2022-06-29	Code
9	UCMCTrack	77.4	No	UCMCTrack: Multi-Object Tracking with Uniform Ca...	2023-12-14	Code
10	SparseTrack	77.3	Yes	SparseTrack: Multi-Object Tracking by Performing...	2023-06-08	Code
11	StrongSORT	77	Yes	StrongSORT: Make DeepSORT Great Again	2022-02-28	Code
12	OC-SORT	76.4	Yes	Observation-Centric SORT: Rethinking SORT for Ro...	2022-03-27	Code
13	Fast-StrongSORT	75.4	No	When to Extract ReID Features: A Selective Appro...	2024-09-10	Code
14	ByteTrack	75.2	Yes	ByteTrack: Multi-Object Tracking by Associating ...	2021-10-13	Code
15	STGT	75.2	Yes	TransMOT: Spatial-Temporal Graph Transformer for...	2021-04-01	-
16	IMM-JHSE	74.64	No	One Homography is All You Need: IMM-based Joint ...	2024-09-04	Code
17	SFSORT	73.5	No	SFSORT: Scene Features-based Simple Online Real-...	2024-04-11	Code
18	SGT	70.6	Yes	Detection Recovery in Online Multi-Object Tracki...	2022-05-02	Code
19	SimpleTrack	70.2	Yes	SimpleTrack: Rethinking and Improving the JDE Ap...	2022-03-08	Code
20	FCG	69.7	Yes	Multiple Object Tracking from appearance by hier...	2022-10-07	Code
21	OUTrack_fm	69.4	Yes	Online Multi-Object Tracking with Unsupervised R...	2022-01-04	-
22	FairMOT	67.3	Yes	FairMOT: On the Fairness of Detection and Re-Ide...	2020-04-04	Code
23	LMOT	61.1	Yes	-	-	Code
24	MPNTrack	59.1	No	-	-	Code
25	TransCenter	57.9	Yes	TransCenter: Transformers with Dense Representat...	2021-03-28	Code

#1BoostTrack++SOTA
82
IDF1· 2024-08-23
BoostTrack++: using tracklet information to detect more objects in multiple object tracking Code
#2BoostTrack+
81.5
IDF1· Extra Data
No paperCode
#3TrackTrack
80.9
IDF1· Extra Data
No paperCode
#4AdapTrack
80.7
IDF1· Extra Data
No paperCode
#5CMTrack
79.9
IDF1· Extra Data
No paperCode
#6Deep OC-SORTSOTA
79.2
IDF1· Extra Data· 2023-02-23
Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification Code
#7SMILEtrack
77.5
IDF1· Extra Data· 2022-11-16
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking Code
#8BoT-SORTSOTA
77.5
IDF1· Extra Data· 2022-06-29
BoT-SORT: Robust Associations Multi-Pedestrian Tracking Code
#9UCMCTrack
77.4
IDF1· 2023-12-14
UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation Code
#10SparseTrack
77.3
IDF1· Extra Data· 2023-06-08
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth Code
#11StrongSORTSOTA
77
IDF1· Extra Data· 2022-02-28
StrongSORT: Make DeepSORT Great Again Code
#12OC-SORT
76.4
IDF1· Extra Data· 2022-03-27
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Code
#13Fast-StrongSORT
75.4
IDF1· 2024-09-10
When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking Code
#14ByteTrack
75.2
IDF1· Extra Data· 2021-10-13
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Code
#15STGTSOTA
75.2
IDF1· Extra Data· 2021-04-01
TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking
#16IMM-JHSE
74.64
IDF1· 2024-09-04
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation Code
#17SFSORT
73.5
IDF1· 2024-04-11
SFSORT: Scene Features-based Simple Online Real-Time Tracker Code
#18SGT
70.6
IDF1· Extra Data· 2022-05-02
Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker Code
#19SimpleTrack
70.2
IDF1· Extra Data· 2022-03-08
SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking Code
#20FCG
69.7
IDF1· Extra Data· 2022-10-07
Multiple Object Tracking from appearance by hierarchically clustering tracklets Code
#21OUTrack_fm
69.4
IDF1· Extra Data· 2022-01-04
Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation
#22FairMOTSOTA
67.3
IDF1· Extra Data· 2020-04-04
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking Code
#23LMOT
61.1
IDF1· Extra Data
No paperCode
#24MPNTrack
59.1
IDF1
No paperCode
#25TransCenter
57.9
IDF1· Extra Data· 2021-03-28
TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Code