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SotA/Computer Vision/Object Tracking/MOT20

Object Tracking on MOT20

Metric: HOTA (higher is better)

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#Model↕HOTA▼Extra DataPaperDate↕Code
1BoostTrack++66.4NoBoostTrack++: using tracklet information to dete...2024-08-23Code
2BoostTrack+66.2Yes--Code
3TrackTrack65.7Yes--Code
4AdapTrack65Yes--Code
5CMTrack64.8Yes--Code
6Deep OC-SORT63.9YesDeep OC-SORT: Multi-Pedestrian Tracking by Adapt...2023-02-23Code
7SMILEtrack63.4YesSMILEtrack: SiMIlarity LEarning for Occlusion-Aw...2022-11-16Code
8SparseTrack63.4YesSparseTrack: Multi-Object Tracking by Performing...2023-06-08Code
9BoT-SORT63.3YesBoT-SORT: Robust Associations Multi-Pedestrian T...2022-06-29Code
10UCMCTrack62.8NoUCMCTrack: Multi-Object Tracking with Uniform Ca...2023-12-14Code
11StrongSORT62.6YesStrongSORT: Make DeepSORT Great Again2022-02-28Code
12OC-SORT62.4YesObservation-Centric SORT: Rethinking SORT for Ro...2022-03-27Code
13ByteTrack61.3YesByteTrack: Multi-Object Tracking by Associating ...2021-10-13Code
14Fast-StrongSORT61.2NoWhen to Extract ReID Features: A Selective Appro...2024-09-10Code
15SFSORT60.9NoSFSORT: Scene Features-based Simple Online Real-...2024-04-11Code
16IMM-JHSE60.87NoOne Homography is All You Need: IMM-based Joint ...2024-09-04Code
17SimpleTrack57.6YesSimpleTrack: Rethinking and Improving the JDE Ap...2022-03-08Code
18FCG57.3YesMultiple Object Tracking from appearance by hier...2022-10-07Code
19SGT57YesDetection Recovery in Online Multi-Object Tracki...2022-05-02Code
20STC_pub56.1NoStrong-TransCenter: Improved Multi-Object Tracki...2022-10-24Code