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DanceTrack
Object Tracking on DanceTrack
Metric: MOTA (higher is better)
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#
Model
↕
MOTA
▼
Extra Data
Paper
Date
↕
Code
1
MT_IOT
93.97
Yes
Multiple Object Tracking Challenge Technical Rep...
2022-12-07
Code
2
TrackTrack
93.6
Yes
-
-
Code
3
MOTIP (Deformable DETR, with DanceTrack val and CrowdHuman)
92.7
Yes
Multiple Object Tracking as ID Prediction
2024-03-25
Code
4
DeepMoveSORT
92.6
No
Engineering an Efficient Object Tracker for Non-...
2024-06-30
-
5
CMTrack
92.5
Yes
-
-
Code
6
Deep OC-SORT
92.3
No
Deep OC-SORT: Multi-Pedestrian Tracking by Adapt...
2023-02-23
Code
7
AED
92.2
Yes
Associate Everything Detected: Facilitating Trac...
2024-09-14
Code
8
ETTrack
92.2
No
ETTrack: Enhanced Temporal Motion Predictor for ...
2024-05-24
-
9
MOTRv2
92.1
Yes
MOTRv2: Bootstrapping End-to-End Multi-Object Tr...
2022-11-17
Code
10
Hybrid-SORT-ReID
91.8
No
Hybrid-SORT: Weak Cues Matter for Online Multi-O...
2023-08-01
Code
11
MoveSORT
91.8
No
Beyond Kalman Filters: Deep Learning-Based Filte...
2024-02-15
Code
12
MOTIP (Deformable DETR, with CrowdHuman)
91.6
Yes
Multiple Object Tracking as ID Prediction
2024-03-25
Code
13
Hybrid-SORT
91.6
No
Hybrid-SORT: Weak Cues Matter for Online Multi-O...
2023-08-01
Code
14
C-BIoU
91.6
No
Hard to Track Objects with Irregular Motions and...
2022-11-24
Code
15
C-TWiX
91.4
No
Learning Data Association for Multi-Object Track...
2024-03-12
Code
16
MotionTrack
91.3
Yes
MotionTrack: Learning Motion Predictor for Multi...
2023-06-05
-
17
SparseTrack
91.3
No
SparseTrack: Multi-Object Tracking by Performing...
2023-06-08
Code
18
CO-MOT
91.2
Yes
Bridging the Gap Between End-to-end and Non-End-...
2023-05-22
Code
19
MOTIP (DAB-Deformable DETR)
91
No
Multiple Object Tracking as ID Prediction
2024-03-25
Code
20
MOTIP (Deformable DETR)
90.3
No
Multiple Object Tracking as ID Prediction
2024-03-25
Code
21
MambaMOT
90.3
Yes
MambaMOT: State-Space Model as Motion Predictor ...
2024-03-16
-
22
IMM-JHSE
89.95
No
One Homography is All You Need: IMM-based Joint ...
2024-09-04
Code
23
MeMOTR
89.9
No
MeMOTR: Long-Term Memory-Augmented Transformer f...
2023-07-28
Code
24
FCG
89.9
Yes
Multiple Object Tracking from appearance by hier...
2022-10-07
Code
25
OC-SORT
89.4
No
Observation-Centric SORT: Rethinking SORT for Ro...
2022-03-27
Code
26
SAM2MOT
88.9
No
SAM2MOT: A Novel Paradigm of Multi-Object Tracki...
2025-04-06
Code
27
ByteTrack
88.2
No
ByteTrack: Multi-Object Tracking by Associating ...
2021-10-13
Code
28
CenterTrack
86.8
No
Tracking Objects as Points
2020-04-02
Code
29
TraDes
86.2
No
Track to Detect and Segment: An Online Multi-Obj...
2021-03-16
Code
30
MeMOTR (Deformable DETR)
85.4
No
MeMOTR: Long-Term Memory-Augmented Transformer f...
2023-07-28
Code
31
QDTrack
83
No
Quasi-Dense Similarity Learning for Multiple Obj...
2020-06-11
Code
32
TransTrack
83
No
TransTrack: Multiple Object Tracking with Transf...
2020-12-31
Code
33
FairMOT
82.2
No
FairMOT: On the Fairness of Detection and Re-Ide...
2020-04-04
Code
34
MOTR
79.7
No
MOTR: End-to-End Multiple-Object Tracking with T...
2021-05-07
Code
#1
MT_IOT
SOTA
93.97
MOTA
· Extra Data
· 2022-12-07
Multiple Object Tracking Challenge Technical Report for Team MT_IoT
Code
#2
TrackTrack
93.6
MOTA
· Extra Data
No paper
Code
#3
MOTIP (Deformable DETR, with DanceTrack val and CrowdHuman)
92.7
MOTA
· Extra Data
· 2024-03-25
Multiple Object Tracking as ID Prediction
Code
#4
DeepMoveSORT
92.6
MOTA
· 2024-06-30
Engineering an Efficient Object Tracker for Non-Linear Motion
#5
CMTrack
92.5
MOTA
· Extra Data
No paper
Code
#6
Deep OC-SORT
92.3
MOTA
· 2023-02-23
Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-Identification
Code
#7
AED
92.2
MOTA
· Extra Data
· 2024-09-14
Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown
Code
#8
ETTrack
92.2
MOTA
· 2024-05-24
ETTrack: Enhanced Temporal Motion Predictor for Multi-Object Tracking
#9
MOTRv2
SOTA
92.1
MOTA
· Extra Data
· 2022-11-17
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
Code
#10
Hybrid-SORT-ReID
91.8
MOTA
· 2023-08-01
Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking
Code
#11
MoveSORT
91.8
MOTA
· 2024-02-15
Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking
Code
#12
MOTIP (Deformable DETR, with CrowdHuman)
91.6
MOTA
· Extra Data
· 2024-03-25
Multiple Object Tracking as ID Prediction
Code
#13
Hybrid-SORT
91.6
MOTA
· 2023-08-01
Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking
Code
#14
C-BIoU
91.6
MOTA
· 2022-11-24
Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching Space
Code
#15
C-TWiX
91.4
MOTA
· 2024-03-12
Learning Data Association for Multi-Object Tracking using Only Coordinates
Code
#16
MotionTrack
91.3
MOTA
· Extra Data
· 2023-06-05
MotionTrack: Learning Motion Predictor for Multiple Object Tracking
#17
SparseTrack
91.3
MOTA
· 2023-06-08
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth
Code
#18
CO-MOT
91.2
MOTA
· Extra Data
· 2023-05-22
Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object Tracking
Code
#19
MOTIP (DAB-Deformable DETR)
91
MOTA
· 2024-03-25
Multiple Object Tracking as ID Prediction
Code
#20
MOTIP (Deformable DETR)
90.3
MOTA
· 2024-03-25
Multiple Object Tracking as ID Prediction
Code
#21
MambaMOT
90.3
MOTA
· Extra Data
· 2024-03-16
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking
#22
IMM-JHSE
89.95
MOTA
· 2024-09-04
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation
Code
#23
MeMOTR
89.9
MOTA
· 2023-07-28
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking
Code
#24
FCG
SOTA
89.9
MOTA
· Extra Data
· 2022-10-07
Multiple Object Tracking from appearance by hierarchically clustering tracklets
Code
#25
OC-SORT
SOTA
89.4
MOTA
· 2022-03-27
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
Code
#26
SAM2MOT
88.9
MOTA
· 2025-04-06
SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation
Code
#27
ByteTrack
SOTA
88.2
MOTA
· 2021-10-13
ByteTrack: Multi-Object Tracking by Associating Every Detection Box
Code
#28
CenterTrack
SOTA
86.8
MOTA
· 2020-04-02
Tracking Objects as Points
Code
#29
TraDes
86.2
MOTA
· 2021-03-16
Track to Detect and Segment: An Online Multi-Object Tracker
Code
#30
MeMOTR (Deformable DETR)
85.4
MOTA
· 2023-07-28
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking
Code
#31
QDTrack
83
MOTA
· 2020-06-11
Quasi-Dense Similarity Learning for Multiple Object Tracking
Code
#32
TransTrack
83
MOTA
· 2020-12-31
TransTrack: Multiple Object Tracking with Transformer
Code
#33
FairMOT
82.2
MOTA
· 2020-04-04
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking
Code
#34
MOTR
79.7
MOTA
· 2021-05-07
MOTR: End-to-End Multiple-Object Tracking with Transformer
Code