Object Tracking on DanceTrack

Metric: DetA (higher is better)

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#	Model↕	DetA▼	Extra Data	Paper	Date↕	Code
1	MT_IOT	84.14	Yes	Multiple Object Tracking Challenge Technical Rep...	2022-12-07	Code
2	MOTRv2	83.7	Yes	MOTRv2: Bootstrapping End-to-End Multi-Object Tr...	2022-11-17	Code
3	MOTIP (Deformable DETR, with DanceTrack val and CrowdHuman)	82.6	Yes	Multiple Object Tracking as ID Prediction	2024-03-25	Code
4	Hybrid-SORT-ReID	82.2	No	Hybrid-SORT: Weak Cues Matter for Online Multi-O...	2023-08-01	Code
5	Deep OC-SORT	82.2	No	Deep OC-SORT: Multi-Pedestrian Tracking by Adapt...	2023-02-23	Code
6	CO-MOT	82.1	Yes	Bridging the Gap Between End-to-end and Non-End-...	2023-05-22	Code
7	AED	82	Yes	Associate Everything Detected: Facilitating Trac...	2024-09-14	Code
8	DeepMoveSORT	82	No	Engineering an Efficient Object Tracker for Non-...	2024-06-30	-
9	Hybrid-SORT	81.9	No	Hybrid-SORT: Weak Cues Matter for Online Multi-O...	2023-08-01	Code
10	C-TWiX	81.8	No	Learning Data Association for Multi-Object Track...	2024-03-12	Code
11	ETTrack	81.7	No	ETTrack: Enhanced Temporal Motion Predictor for ...	2024-05-24	-
12	MoveSORT	81.6	No	Beyond Kalman Filters: Deep Learning-Based Filte...	2024-02-15	Code
13	MotionTrack	81.4	Yes	MotionTrack: Learning Motion Predictor for Multi...	2023-06-05	-
14	MOTIP (Deformable DETR, with CrowdHuman)	81.3	Yes	Multiple Object Tracking as ID Prediction	2024-03-25	Code
15	C-BIoU	81.3	No	Hard to Track Objects with Irregular Motions and...	2022-11-24	Code
16	MOTIP (DAB-Deformable DETR)	80.8	No	Multiple Object Tracking as ID Prediction	2024-03-25	Code
17	MambaMOT	80.8	Yes	MambaMOT: State-Space Model as Motion Predictor ...	2024-03-16	-
18	MeMOTR	80.5	No	MeMOTR: Long-Term Memory-Augmented Transformer f...	2023-07-28	Code
19	SAM2MOT	79.9	No	SAM2MOT: A Novel Paradigm of Multi-Object Tracki...	2025-04-06	Code
20	FCG	79.8	Yes	Multiple Object Tracking from appearance by hier...	2022-10-07	Code
21	MOTIP (Deformable DETR)	79.4	No	Multiple Object Tracking as ID Prediction	2024-03-25	Code
22	SparseTrack	79.2	No	SparseTrack: Multi-Object Tracking by Performing...	2023-06-08	Code
23	CenterTrack	78.1	No	Tracking Objects as Points	2020-04-02	Code
24	MeMOTR (Deformable DETR)	77	No	MeMOTR: Long-Term Memory-Augmented Transformer f...	2023-07-28	Code
25	TraDes	74.5	No	Track to Detect and Segment: An Online Multi-Obj...	2021-03-16	Code
26	MOTR	73.5	No	MOTR: End-to-End Multiple-Object Tracking with T...	2021-05-07	Code
27	QDTrack	72.1	No	Quasi-Dense Similarity Learning for Multiple Obj...	2020-06-11	Code
28	TransTrack	72.1	No	TransTrack: Multiple Object Tracking with Transf...	2020-12-31	Code
29	ByteTrack	70.5	No	ByteTrack: Multi-Object Tracking by Associating ...	2021-10-13	Code
30	FairMOT	66.7	No	FairMOT: On the Fairness of Detection and Re-Ide...	2020-04-04	Code

#1MT_IOTSOTA
84.14
DetA· Extra Data· 2022-12-07
Multiple Object Tracking Challenge Technical Report for Team MT_IoT Code
#2MOTRv2SOTA
83.7
DetA· Extra Data· 2022-11-17
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors Code
#3MOTIP (Deformable DETR, with DanceTrack val and CrowdHuman)
82.6
DetA· Extra Data· 2024-03-25
Multiple Object Tracking as ID Prediction Code
#4Hybrid-SORT-ReID
82.2
DetA· 2023-08-01
Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking Code
#5Deep OC-SORT
82.2
DetA· 2023-02-23
Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification Code
#6CO-MOT
82.1
DetA· Extra Data· 2023-05-22
Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object Tracking Code
#7AED
82
DetA· Extra Data· 2024-09-14
Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown Code
#8DeepMoveSORT
82
DetA· 2024-06-30
Engineering an Efficient Object Tracker for Non-Linear Motion
#9Hybrid-SORT
81.9
DetA· 2023-08-01
Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking Code
#10C-TWiX
81.8
DetA· 2024-03-12
Learning Data Association for Multi-Object Tracking using Only Coordinates Code
#11ETTrack
81.7
DetA· 2024-05-24
ETTrack: Enhanced Temporal Motion Predictor for Multi-Object Tracking
#12MoveSORT
81.6
DetA· 2024-02-15
Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking Code
#13MotionTrack
81.4
DetA· Extra Data· 2023-06-05
MotionTrack: Learning Motion Predictor for Multiple Object Tracking
#14MOTIP (Deformable DETR, with CrowdHuman)
81.3
DetA· Extra Data· 2024-03-25
Multiple Object Tracking as ID Prediction Code
#15C-BIoU
81.3
DetA· 2022-11-24
Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching Space Code
#16MOTIP (DAB-Deformable DETR)
80.8
DetA· 2024-03-25
Multiple Object Tracking as ID Prediction Code
#17MambaMOT
80.8
DetA· Extra Data· 2024-03-16
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking
#18MeMOTR
80.5
DetA· 2023-07-28
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking Code
#19SAM2MOT
79.9
DetA· 2025-04-06
SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation Code
#20FCGSOTA
79.8
DetA· Extra Data· 2022-10-07
Multiple Object Tracking from appearance by hierarchically clustering tracklets Code
#21MOTIP (Deformable DETR)
79.4
DetA· 2024-03-25
Multiple Object Tracking as ID Prediction Code
#22SparseTrack
79.2
DetA· 2023-06-08
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth Code
#23CenterTrackSOTA
78.1
DetA· 2020-04-02
Tracking Objects as Points Code
#24MeMOTR (Deformable DETR)
77
DetA· 2023-07-28
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking Code
#25TraDes
74.5
DetA· 2021-03-16
Track to Detect and Segment: An Online Multi-Object Tracker Code
#26MOTR
73.5
DetA· 2021-05-07
MOTR: End-to-End Multiple-Object Tracking with Transformer Code
#27QDTrack
72.1
DetA· 2020-06-11
Quasi-Dense Similarity Learning for Multiple Object Tracking Code
#28TransTrack
72.1
DetA· 2020-12-31
TransTrack: Multiple Object Tracking with Transformer Code
#29ByteTrack
70.5
DetA· 2021-10-13
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Code
#30FairMOT
66.7
DetA· 2020-04-04
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking Code