Object Tracking on MOT17

Metric: IDF1 (higher is better)

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#	Model↕	IDF1▼	Extra Data	Paper	Date↕	Code
1	TrackTrack	83.1	Yes	-	-	Code
2	AdapTrack	82.3	Yes	-	-	Code
3	BoostTrack++	82.2	Yes	BoostTrack++: using tracklet information to dete...	2024-08-23	Code
4	BoostTrack+	81.8	Yes	-	-	Code
5	CMTrack	81.5	Yes	-	-	Code
6	UCMCTrack	81.1	No	UCMCTrack: Multi-Object Tracking with Uniform Ca...	2023-12-14	Code
7	Deep OC-SORT	80.6	Yes	Deep OC-SORT: Multi-Pedestrian Tracking by Adapt...	2023-02-23	Code
8	SMILEtrack	80.5	Yes	SMILEtrack: SiMIlarity LEarning for Occlusion-Aw...	2022-11-16	Code
9	BoT-SORT	80.2	No	BoT-SORT: Robust Associations Multi-Pedestrian T...	2022-06-29	Code
10	IMM-JHSE	80.11	No	One Homography is All You Need: IMM-based Joint ...	2024-09-04	Code
11	SparseTrack	80.1	No	SparseTrack: Multi-Object Tracking by Performing...	2023-06-08	Code
12	StrongSORT	79.5	Yes	StrongSORT: Make DeepSORT Great Again	2022-02-28	Code
13	FeatureSORT	77.7	No	FeatureSORT: Essential Features for Effective Tr...	2024-07-05	-
14	FCG	77.7	No	Multiple Object Tracking from appearance by hier...	2022-10-07	Code
15	OC-SORT	77.5	No	Observation-Centric SORT: Rethinking SORT for Ro...	2022-03-27	Code
16	Fast-StrongSORT	77.5	No	When to Extract ReID Features: A Selective Appro...	2024-09-10	Code
17	ByteTrack	77.3	Yes	ByteTrack: Multi-Object Tracking by Associating ...	2021-10-13	Code
18	C-TWiX	76.3	Yes	Learning Data Association for Multi-Object Track...	2024-03-12	Code
19	SimpleTrack	76.3	No	SimpleTrack: Rethinking and Improving the JDE Ap...	2022-03-08	Code
20	Unicorn	75.5	No	Towards Grand Unification of Object Tracking	2022-07-14	Code
21	STGT	75.1	No	TransMOT: Spatial-Temporal Graph Transformer for...	2021-04-01	-
22	SFSORT	74.4	No	SFSORT: Scene Features-based Simple Online Real-...	2024-04-11	Code
23	SGT	72.8	No	Detection Recovery in Online Multi-Object Tracki...	2022-05-02	Code
24	CO-MOT	72.7	No	Bridging the Gap Between End-to-end and Non-End-...	2023-05-22	Code
25	FairMOT	72.3	Yes	FairMOT: On the Fairness of Detection and Re-Ide...	2020-04-04	Code
26	ContrasTR	71.8	No	Contrastive Learning for Multi-Object Tracking w...	2023-11-14	Code
27	GTR	71.5	No	Global Tracking Transformers	2022-03-24	Code
28	LMOT	70.3	No	-	-	Code
29	OUTrack_fm	70.2	No	Online Multi-Object Tracking with Unsupervised R...	2022-01-04	-
30	TrackFormer	68	No	TrackFormer: Multi-Object Tracking with Transfor...	2021-01-07	Code
31	MOTR	67	No	MOTR: End-to-End Multiple-Object Tracking with T...	2021-05-07	Code
32	QDTrack	66.3	No	Quasi-Dense Similarity Learning for Multiple Obj...	2020-06-11	Code
33	TransCenter	65.6	No	TransCenter: Transformers with Dense Representat...	2021-03-28	Code
34	Lif_T	65.6	No	Lifted Disjoint Paths with Application in Multip...	2020-06-25	Code
35	TraDeS	63.9	No	Track to Detect and Segment: An Online Multi-Obj...	2021-03-16	Code
36	CAMELTrack (fully online)	63.6	No	CAMELTrack: Context-Aware Multi-cue ExpLoitation...	2025-05-02	Code
37	MPNTrack	61.7	No	-	-	Code
38	CenterTrack + TrajE	61.4	No	Multiple Object Tracking with Mixture Density Ne...	2021-06-21	-
39	TADN	60.8	No	Transformer-based assignment decision network fo...	2022-08-06	Code
40	TADN (public)	49	No	Transformer-based assignment decision network fo...	2022-08-06	Code