Video on SportsMOT

Metric: DetA (higher is better)

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#	Model↕	DetA▼	Extra Data	Paper	Date↕	Code
1	AED	89.4	Yes	Associate Everything Detected: Facilitating Trac...	2024-09-14	Code
2	TrackSSM	88.8	No	TrackSSM: A General Motion Predictor by State-Sp...	2024-08-31	Code
3	MixSort-OC	88.5	Yes	SportsMOT: A Large Multi-Object Tracking Dataset...	2023-04-11	Code
4	OC-SORT	88.5	Yes	Observation-Centric SORT: Rethinking SORT for Ro...	2022-03-27	Code
5	Deep HM-SORT	88.3	Yes	Deep HM-SORT: Enhancing Multi-Object Tracking in...	2024-06-17	-
6	DeepEIoU + GTA	88.2	Yes	GTA: Global Tracklet Association for Multi-Objec...	2024-11-12	Code
7	Deep-EIoU	88.2	Yes	Iterative Scale-Up ExpansionIoU and Deep Feature...	2023-06-22	Code
8	DeepMoveSORT	88.1	No	Engineering an Efficient Object Tracker for Non-...	2024-06-30	-
9	MoveSORT	87.5	Yes	Beyond Kalman Filters: Deep Learning-Based Filte...	2024-02-15	Code
10	MambaMOT	86.7	Yes	MambaMOT: State-Space Model as Motion Predictor ...	2024-03-16	-
11	MOTIP (Deformable DETR, with SportsMOT val)	86.5	Yes	Multiple Object Tracking as ID Prediction	2024-03-25	Code
12	MOTIP (Deformable DETR)	83.4	No	Multiple Object Tracking as ID Prediction	2024-03-25	Code
13	MeMOTR	83.1	No	MeMOTR: Long-Term Memory-Augmented Transformer f...	2023-07-28	Code
14	CenterTrack	82.1	Yes	Tracking Objects as Points	2020-04-02	Code
15	MeMOTR (Deformable-DETR)	82	No	MeMOTR: Long-Term Memory-Augmented Transformer f...	2023-07-28	Code
16	MixSort-Byte	78.8	Yes	SportsMOT: A Large Multi-Object Tracking Dataset...	2023-04-11	Code
17	ByteTrack	78.5	Yes	ByteTrack: Multi-Object Tracking by Associating ...	2021-10-13	Code
18	QDTrack	77.5	No	Quasi-Dense Similarity Learning for Multiple Obj...	2020-06-11	Code
19	FairMOT	70.2	No	FairMOT: On the Fairness of Detection and Re-Ide...	2020-04-04	Code

#1AEDSOTA
89.4
DetA· Extra Data· 2024-09-14
Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown Code
#2TrackSSMSOTA
88.8
DetA· 2024-08-31
TrackSSM: A General Motion Predictor by State-Space Model Code
#3MixSort-OC
88.5
DetA· Extra Data· 2023-04-11
SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes Code
#4OC-SORTSOTA
88.5
DetA· Extra Data· 2022-03-27
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Code
#5Deep HM-SORT
88.3
DetA· Extra Data· 2024-06-17
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU
#6DeepEIoU + GTA
88.2
DetA· Extra Data· 2024-11-12
GTA: Global Tracklet Association for Multi-Object Tracking in Sports Code
#7Deep-EIoU
88.2
DetA· Extra Data· 2023-06-22
Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in Sports Code
#8DeepMoveSORT
88.1
DetA· 2024-06-30
Engineering an Efficient Object Tracker for Non-Linear Motion
#9MoveSORT
87.5
DetA· Extra Data· 2024-02-15
Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking Code
#10MambaMOT
86.7
DetA· Extra Data· 2024-03-16
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking
#11MOTIP (Deformable DETR, with SportsMOT val)
86.5
DetA· Extra Data· 2024-03-25
Multiple Object Tracking as ID Prediction Code
#12MOTIP (Deformable DETR)
83.4
DetA· 2024-03-25
Multiple Object Tracking as ID Prediction Code
#13MeMOTR
83.1
DetA· 2023-07-28
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking Code
#14CenterTrackSOTA
82.1
DetA· Extra Data· 2020-04-02
Tracking Objects as Points Code
#15MeMOTR (Deformable-DETR)
82
DetA· 2023-07-28
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking Code
#16MixSort-Byte
78.8
DetA· Extra Data· 2023-04-11
SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes Code
#17ByteTrack
78.5
DetA· Extra Data· 2021-10-13
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Code
#18QDTrack
77.5
DetA· 2020-06-11
Quasi-Dense Similarity Learning for Multiple Object Tracking Code
#19FairMOT
70.2
DetA· 2020-04-04
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking Code