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Metric: IDF1 (higher is better)

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#	Model↕	IDF1▼	Extra Data	Paper	Date↕	Code
1	DeepEIoU + GTA	86.5	Yes	GTA: Global Tracklet Association for Multi-Objec...	2024-11-12	Code
2	Deep HM-SORT	85.2	Yes	Deep HM-SORT: Enhancing Multi-Object Tracking in...	2024-06-17	-
3	AED	81.8	Yes	Associate Everything Detected: Facilitating Trac...	2024-09-14	Code
4	DeepMoveSORT	81.7	No	Engineering an Efficient Object Tracker for Non-...	2024-06-30	-
5	Deep-EIoU	79.8	Yes	Iterative Scale-Up ExpansionIoU and Deep Feature...	2023-06-22	Code
6	MOTIP (Deformable DETR, with SportsMOT val)	78.2	Yes	Multiple Object Tracking as ID Prediction	2024-03-25	Code
7	MoveSORT	76.9	Yes	Beyond Kalman Filters: Deep Learning-Based Filte...	2024-02-15	Code
8	MOTIP (Deformable DETR)	75	No	Multiple Object Tracking as ID Prediction	2024-03-25	Code
9	TrackSSM	74.5	No	TrackSSM: A General Motion Predictor by State-Sp...	2024-08-31	Code
10	MixSort-OC	74.4	Yes	SportsMOT: A Large Multi-Object Tracking Dataset...	2023-04-11	Code
11	MixSort-Byte	74.1	Yes	SportsMOT: A Large Multi-Object Tracking Dataset...	2023-04-11	Code
12	OC-SORT	74	Yes	Observation-Centric SORT: Rethinking SORT for Ro...	2022-03-27	Code
13	MeMOTR	71.4	No	MeMOTR: Long-Term Memory-Augmented Transformer f...	2023-07-28	Code
14	ByteTrack	71.4	Yes	ByteTrack: Multi-Object Tracking by Associating ...	2021-10-13	Code
15	MambaMOT	71.1	Yes	MambaMOT: State-Space Model as Motion Predictor ...	2024-03-16	-
16	MeMOTR (Deformable-DETR)	69.9	No	MeMOTR: Long-Term Memory-Augmented Transformer f...	2023-07-28	Code
17	QDTrack	62.3	No	Quasi-Dense Similarity Learning for Multiple Obj...	2020-06-11	Code
18	CenterTrack	60	Yes	Tracking Objects as Points	2020-04-02	Code
19	FairMOT	53.5	No	FairMOT: On the Fairness of Detection and Re-Ide...	2020-04-04	Code