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SotA/Computer Vision/Object Tracking/MOT16

Object Tracking on MOT16

Metric: MOTA (higher is better)

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#Model↕MOTA▼Extra DataPaperDate↕Code
1PPTracking77.7YesPP-YOLOE: An evolved version of YOLO2022-03-30Code
2PP-Tracking77.7NoPP-YOLOE: An evolved version of YOLO2022-03-30Code
3ReMOT76.9NoReMOTS: Self-Supervised Refining Multi-Object Tr...2020-07-07-
4SGT76.8YesDetection Recovery in Online Multi-Object Tracki...2022-05-02Code
5STGT76.7YesTransMOT: Spatial-Temporal Graph Transformer for...2021-04-01-
6FairMOT74.9YesFairMOT: On the Fairness of Detection and Re-Ide...2020-04-04Code
7UniTrack74.7NoDo Different Tracking Tasks Require Different Ap...2021-07-05Code
8OUTrack_fm74.2YesOnline Multi-Object Tracking with Unsupervised R...2022-01-04-
9LMOT73.2Yes--Code
10TraDeS70.1YesTrack to Detect and Segment: An Online Multi-Obj...2021-03-16Code
11QDTrack69.8NoQuasi-Dense Similarity Learning for Multiple Obj...2020-06-11Code
12DEFT68.03NoDEFT: Detection Embeddings for Tracking2021-02-03Code
13TraDeS67.7NoTrack to Detect and Segment: An Online Multi-Obj...2021-03-16Code
14MOTR66.8NoMOTR: End-to-End Multiple-Object Tracking with T...2021-05-07Code
15GSDT66.7NoJoint Object Detection and Multi-Object Tracking...2020-06-23Code
16JDE64.4YesTowards Real-Time Multi-Object Tracking2019-09-27Code
17HopTrack[Embedded GPU]63.12NoHopTrack: A Real-time Multi-Object Tracking Syst...2024-11-01Code
18Lif_T61.3NoLifted Disjoint Paths with Application in Multip...2020-06-25Code
19MPNTrack58.6No--Code
20DeepMOT-Tracktor54.8NoHow To Train Your Deep Multi-Object Tracker2019-06-15Code
21Tracktor++54.4NoTracking without bells and whistles2019-03-13Code
22MOTDT50.9NoReal-time Multiple People Tracking with Deeply L...2018-09-12Code
23TNT49.2NoExploit the Connectivity: Multi-Object Tracking ...2018-11-18Code
24GCRA48.2NoTrajectory Factory: Tracklet Cleaving and Re-con...2018-04-12-
25FWT47.8NoFusion of Head and Full-Body Detectors for Multi...2017-05-23-
26MOTDT47.6NoReal-time Multiple People Tracking with Deeply L...2018-09-12Code
27NOMT46.4NoNear-Online Multi-target Tracking with Aggregate...2015-04-09-
28DMMOT46.1NoOnline Multi-Object Tracking with Dual Matching ...2019-02-02Code
29DMAN46.1NoOnline Multi-Object Tracking with Dual Matching ...2019-02-02Code