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SportsMOT
Multi-Object Tracking on SportsMOT
Metric: HOTA (higher is better)
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#
Model
↕
HOTA
▼
Extra Data
Paper
Date
↕
Code
1
DeepEIoU + GTA
81
Yes
GTA: Global Tracklet Association for Multi-Objec...
2024-11-12
Code
2
HAT-FastReID-MOT
80.8
Yes
History-Aware Transformation of ReID Features fo...
2025-03-16
Code
3
CAMELTrack (fully online)
80.4
No
CAMELTrack: Context-Aware Multi-cue ExpLoitation...
2025-05-02
Code
4
Deep HM-SORT
80.1
Yes
Deep HM-SORT: Enhancing Multi-Object Tracking in...
2024-06-17
-
5
AED
79.1
Yes
Associate Everything Detected: Facilitating Trac...
2024-09-14
Code
6
DeepMoveSORT
78.7
Yes
Engineering an Efficient Object Tracker for Non-...
2024-06-30
-
7
Deep-EIoU
77.2
Yes
Iterative Scale-Up ExpansionIoU and Deep Feature...
2023-06-22
Code
8
MoveSORT
74.6
Yes
Beyond Kalman Filters: Deep Learning-Based Filte...
2024-02-15
Code
9
ETTrack
74.3
No
ETTrack: Enhanced Temporal Motion Predictor for ...
2024-05-24
-
10
MixSort-OC
74.1
Yes
SportsMOT: A Large Multi-Object Tracking Dataset...
2023-04-11
Code
11
MotionTrack
74
No
MotionTrack: Learning Motion Predictor for Multi...
2023-06-05
-
12
OC-SORT
73.7
Yes
Observation-Centric SORT: Rethinking SORT for Ro...
2022-03-27
Code
13
MambaMOT
71.3
Yes
MambaMOT: State-Space Model as Motion Predictor ...
2024-03-16
-
14
MeMOTR
70
No
MeMOTR: Long-Term Memory-Augmented Transformer f...
2023-07-28
Code
15
TransTrack
68.9
Yes
TransTrack: Multiple Object Tracking with Transf...
2020-12-31
Code
16
MeMOTR (Deformable-DETR)
68.8
No
MeMOTR: Long-Term Memory-Augmented Transformer f...
2023-07-28
Code
17
MixSort-Byte
65.7
Yes
SportsMOT: A Large Multi-Object Tracking Dataset...
2023-04-11
Code
18
ByteTrack
64.1
Yes
ByteTrack: Multi-Object Tracking by Associating ...
2021-10-13
Code
19
CenterTrack
62.7
Yes
Tracking Objects as Points
2020-04-02
Code
20
QDTrack
60.4
No
Quasi-Dense Similarity Learning for Multiple Obj...
2020-06-11
Code
21
GTR
54.5
Yes
Global Tracking Transformers
2022-03-24
Code
22
FairMOT
49.3
No
FairMOT: On the Fairness of Detection and Re-Ide...
2020-04-04
Code
#1
DeepEIoU + GTA
SOTA
81
HOTA
· Extra Data
· 2024-11-12
GTA: Global Tracklet Association for Multi-Object Tracking in Sports
Code
#2
HAT-FastReID-MOT
80.8
HOTA
· Extra Data
· 2025-03-16
History-Aware Transformation of ReID Features for Multiple Object Tracking
Code
#3
CAMELTrack (fully online)
80.4
HOTA
· 2025-05-02
CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking
Code
#4
Deep HM-SORT
SOTA
80.1
HOTA
· Extra Data
· 2024-06-17
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU
#5
AED
79.1
HOTA
· Extra Data
· 2024-09-14
Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown
Code
#6
DeepMoveSORT
78.7
HOTA
· Extra Data
· 2024-06-30
Engineering an Efficient Object Tracker for Non-Linear Motion
#7
Deep-EIoU
SOTA
77.2
HOTA
· Extra Data
· 2023-06-22
Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in Sports
Code
#8
MoveSORT
74.6
HOTA
· Extra Data
· 2024-02-15
Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking
Code
#9
ETTrack
74.3
HOTA
· 2024-05-24
ETTrack: Enhanced Temporal Motion Predictor for Multi-Object Tracking
#10
MixSort-OC
SOTA
74.1
HOTA
· Extra Data
· 2023-04-11
SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes
Code
#11
MotionTrack
74
HOTA
· 2023-06-05
MotionTrack: Learning Motion Predictor for Multiple Object Tracking
#12
OC-SORT
SOTA
73.7
HOTA
· Extra Data
· 2022-03-27
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
Code
#13
MambaMOT
71.3
HOTA
· Extra Data
· 2024-03-16
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking
#14
MeMOTR
70
HOTA
· 2023-07-28
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking
Code
#15
TransTrack
SOTA
68.9
HOTA
· Extra Data
· 2020-12-31
TransTrack: Multiple Object Tracking with Transformer
Code
#16
MeMOTR (Deformable-DETR)
68.8
HOTA
· 2023-07-28
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking
Code
#17
MixSort-Byte
65.7
HOTA
· Extra Data
· 2023-04-11
SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes
Code
#18
ByteTrack
64.1
HOTA
· Extra Data
· 2021-10-13
ByteTrack: Multi-Object Tracking by Associating Every Detection Box
Code
#19
CenterTrack
SOTA
62.7
HOTA
· Extra Data
· 2020-04-02
Tracking Objects as Points
Code
#20
QDTrack
60.4
HOTA
· 2020-06-11
Quasi-Dense Similarity Learning for Multiple Object Tracking
Code
#21
GTR
54.5
HOTA
· Extra Data
· 2022-03-24
Global Tracking Transformers
Code
#22
FairMOT
49.3
HOTA
· 2020-04-04
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking
Code