Object Tracking on SportsMOT

Metric: AssA (higher is better)

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#	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	DeepEIoU + GTA	74.5	Yes	GTA: Global Tracklet Association for Multi-Objec...	2024-11-12	Code
3	HAT-FastReID-MOT	73.1	Yes	History-Aware Transformation of ReID Features fo...	2025-03-16	Code
4	CAMELTrack (fully online)	72.8	No	CAMELTrack: Context-Aware Multi-cue ExpLoitation...	2025-05-02	Code
5	Deep HM-SORT	72.7	Yes	Deep HM-SORT: Enhancing Multi-Object Tracking in...	2024-06-17	-
6	Deep HM-SORT	72.7	Yes	Deep HM-SORT: Enhancing Multi-Object Tracking in...	2024-06-17	-
7	DeepMoveSORT	70.3	Yes	Engineering an Efficient Object Tracker for Non-...	2024-06-30	-
8	DeepMoveSORT	70.3	No	Engineering an Efficient Object Tracker for Non-...	2024-06-30	-
9	AED	70.1	Yes	Associate Everything Detected: Facilitating Trac...	2024-09-14	Code
10	AED	70.1	Yes	Associate Everything Detected: Facilitating Trac...	2024-09-14	Code
11	Deep-EIoU	67.7	Yes	Iterative Scale-Up ExpansionIoU and Deep Feature...	2023-06-22	Code
12	Deep-EIoU	67.7	Yes	Iterative Scale-Up ExpansionIoU and Deep Feature...	2023-06-22	Code
13	MOTIP (Deformable DETR, with SportsMOT val)	65.4	Yes	Multiple Object Tracking as ID Prediction	2024-03-25	Code
14	MoveSORT	63.7	Yes	Beyond Kalman Filters: Deep Learning-Based Filte...	2024-02-15	Code
15	MoveSORT	63.7	Yes	Beyond Kalman Filters: Deep Learning-Based Filte...	2024-02-15	Code
16	TrackSSM	62.4	No	TrackSSM: A General Motion Predictor by State-Sp...	2024-08-31	Code
17	ETTrack	62.1	No	ETTrack: Enhanced Temporal Motion Predictor for ...	2024-05-24	-
18	MixSort-OC	62	Yes	SportsMOT: A Large Multi-Object Tracking Dataset...	2023-04-11	Code
19	MixSort-OC	62	Yes	SportsMOT: A Large Multi-Object Tracking Dataset...	2023-04-11	Code
20	MOTIP (Deformable DETR)	62	No	Multiple Object Tracking as ID Prediction	2024-03-25	Code
21	MotionTrack	61.7	No	MotionTrack: Learning Motion Predictor for Multi...	2023-06-05	-
22	OC-SORT	61.5	Yes	Observation-Centric SORT: Rethinking SORT for Ro...	2022-03-27	Code
23	OC-SORT	61.5	Yes	Observation-Centric SORT: Rethinking SORT for Ro...	2022-03-27	Code
24	MeMOTR	59.1	No	MeMOTR: Long-Term Memory-Augmented Transformer f...	2023-07-28	Code
25	MeMOTR	59.1	No	MeMOTR: Long-Term Memory-Augmented Transformer f...	2023-07-28	Code
26	MambaMOT	58.6	Yes	MambaMOT: State-Space Model as Motion Predictor ...	2024-03-16	-
27	MambaMOT	58.6	Yes	MambaMOT: State-Space Model as Motion Predictor ...	2024-03-16	-
28	MeMOTR (Deformable-DETR)	57.8	No	MeMOTR: Long-Term Memory-Augmented Transformer f...	2023-07-28	Code
29	MeMOTR (Deformable-DETR)	57.8	No	MeMOTR: Long-Term Memory-Augmented Transformer f...	2023-07-28	Code
30	TransTrack	57.5	Yes	TransTrack: Multiple Object Tracking with Transf...	2020-12-31	Code
31	MixSort-Byte	54.8	Yes	SportsMOT: A Large Multi-Object Tracking Dataset...	2023-04-11	Code
32	MixSort-Byte	54.8	Yes	SportsMOT: A Large Multi-Object Tracking Dataset...	2023-04-11	Code
33	ByteTrack	52.3	Yes	ByteTrack: Multi-Object Tracking by Associating ...	2021-10-13	Code
34	ByteTrack	52.3	Yes	ByteTrack: Multi-Object Tracking by Associating ...	2021-10-13	Code
35	CenterTrack	48	Yes	Tracking Objects as Points	2020-04-02	Code
36	CenterTrack	48	Yes	Tracking Objects as Points	2020-04-02	Code
37	QDTrack	47.2	No	Quasi-Dense Similarity Learning for Multiple Obj...	2020-06-11	Code
38	QDTrack	47.2	No	Quasi-Dense Similarity Learning for Multiple Obj...	2020-06-11	Code
39	GTR	45.9	Yes	Global Tracking Transformers	2022-03-24	Code
40	FairMOT	34.7	No	FairMOT: On the Fairness of Detection and Re-Ide...	2020-04-04	Code
41	FairMOT	34.7	No	FairMOT: On the Fairness of Detection and Re-Ide...	2020-04-04	Code