Multi-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