Video on SportsMOT

Metric: AssA (higher is better)

LeaderboardDataset

Loading chart...

Results

Hide extra data

Sort:

#	Model↕	AssA▼	Extra Data	Paper	Date↕	Code
1	DeepEIoU + GTA	74.5	Yes	GTA: Global Tracklet Association for Multi-Objec...	2024-11-12	Code
2	Deep HM-SORT	72.7	Yes	Deep HM-SORT: Enhancing Multi-Object Tracking in...	2024-06-17	-
3	DeepMoveSORT	70.3	No	Engineering an Efficient Object Tracker for Non-...	2024-06-30	-
4	AED	70.1	Yes	Associate Everything Detected: Facilitating Trac...	2024-09-14	Code
5	Deep-EIoU	67.7	Yes	Iterative Scale-Up ExpansionIoU and Deep Feature...	2023-06-22	Code
6	MOTIP (Deformable DETR, with SportsMOT val)	65.4	Yes	Multiple Object Tracking as ID Prediction	2024-03-25	Code
7	MoveSORT	63.7	Yes	Beyond Kalman Filters: Deep Learning-Based Filte...	2024-02-15	Code
8	TrackSSM	62.4	No	TrackSSM: A General Motion Predictor by State-Sp...	2024-08-31	Code
9	MixSort-OC	62	Yes	SportsMOT: A Large Multi-Object Tracking Dataset...	2023-04-11	Code
10	MOTIP (Deformable DETR)	62	No	Multiple Object Tracking as ID Prediction	2024-03-25	Code
11	OC-SORT	61.5	Yes	Observation-Centric SORT: Rethinking SORT for Ro...	2022-03-27	Code
12	MeMOTR	59.1	No	MeMOTR: Long-Term Memory-Augmented Transformer f...	2023-07-28	Code
13	MambaMOT	58.6	Yes	MambaMOT: State-Space Model as Motion Predictor ...	2024-03-16	-
14	MeMOTR (Deformable-DETR)	57.8	No	MeMOTR: Long-Term Memory-Augmented Transformer f...	2023-07-28	Code
15	MixSort-Byte	54.8	Yes	SportsMOT: A Large Multi-Object Tracking Dataset...	2023-04-11	Code
16	ByteTrack	52.3	Yes	ByteTrack: Multi-Object Tracking by Associating ...	2021-10-13	Code
17	CenterTrack	48	Yes	Tracking Objects as Points	2020-04-02	Code
18	QDTrack	47.2	No	Quasi-Dense Similarity Learning for Multiple Obj...	2020-06-11	Code
19	FairMOT	34.7	No	FairMOT: On the Fairness of Detection and Re-Ide...	2020-04-04	Code

#1DeepEIoU + GTASOTA
74.5
AssA· Extra Data· 2024-11-12
GTA: Global Tracklet Association for Multi-Object Tracking in Sports Code
#2Deep HM-SORTSOTA
72.7
AssA· Extra Data· 2024-06-17
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU
#3DeepMoveSORT
70.3
AssA· 2024-06-30
Engineering an Efficient Object Tracker for Non-Linear Motion
#4AED
70.1
AssA· Extra Data· 2024-09-14
Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown Code
#5Deep-EIoUSOTA
67.7
AssA· Extra Data· 2023-06-22
Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in Sports Code
#6MOTIP (Deformable DETR, with SportsMOT val)
65.4
AssA· Extra Data· 2024-03-25
Multiple Object Tracking as ID Prediction Code
#7MoveSORT
63.7
AssA· Extra Data· 2024-02-15
Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking Code
#8TrackSSM
62.4
AssA· 2024-08-31
TrackSSM: A General Motion Predictor by State-Space Model Code
#9MixSort-OCSOTA
62
AssA· Extra Data· 2023-04-11
SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes Code
#10MOTIP (Deformable DETR)
62
AssA· 2024-03-25
Multiple Object Tracking as ID Prediction Code
#11OC-SORTSOTA
61.5
AssA· Extra Data· 2022-03-27
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Code
#12MeMOTR
59.1
AssA· 2023-07-28
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking Code
#13MambaMOT
58.6
AssA· Extra Data· 2024-03-16
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking
#14MeMOTR (Deformable-DETR)
57.8
AssA· 2023-07-28
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking Code
#15MixSort-Byte
54.8
AssA· Extra Data· 2023-04-11
SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes Code
#16ByteTrackSOTA
52.3
AssA· Extra Data· 2021-10-13
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Code
#17CenterTrackSOTA
48
AssA· Extra Data· 2020-04-02
Tracking Objects as Points Code
#18QDTrack
47.2
AssA· 2020-06-11
Quasi-Dense Similarity Learning for Multiple Object Tracking Code
#19FairMOT
34.7
AssA· 2020-04-04
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking Code