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SotA/Computer Vision/Video/KITTI Test (Online Methods)

Video on KITTI Test (Online Methods)

Metric: HOTA (higher is better)

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#Model↕HOTA▼Extra DataPaperDate↕Code
1RobMOT (Dynamic)81.8NoTowards Accurate State Estimation: Kalman Filter...2025-05-12-
2RobMOT81.76NoRobMOT: Robust 3D Multi-Object Tracking by Obser...2024-05-19Code
3MCTrack81.07NoMCTrack: A Unified 3D Multi-Object Tracking Fram...2024-09-23Code
4KFDL81.06No---
5PC-TCNN80.9No---
6LEGO80.75NoLEGO: Learning and Graph-Optimized Modular Track...2023-08-19-
7VirConvTrack79.9NoVirtual Sparse Convolution for Multimodal 3D Obj...2023-03-04Code
8IMM-JHSE79.21NoOne Homography is All You Need: IMM-based Joint ...2024-09-04Code
9C-TWiX77.58NoLearning Data Association for Multi-Object Track...2024-03-12Code
10CasTrack77.3No---
11UCMCTrack77.1NoUCMCTrack: Multi-Object Tracking with Uniform Ca...2023-12-14Code
12OC-SORT76.5NoObservation-Centric SORT: Rethinking SORT for Ro...2022-03-27Code
13EagerMOT74.39NoEagerMOT: 3D Multi-Object Tracking via Sensor Fu...2021-04-29Code
14DEFT74.23NoDEFT: Detection Embeddings for Tracking2021-02-03Code
15CenterTrack73.02NoTracking Objects as Points2020-04-02Code
16QD-3DT72.77NoMonocular Quasi-Dense 3D Object Tracking2021-03-12Code
17AB3DMOT69.99No3D Multi-Object Tracking: A Baseline and New Eva...2019-07-09Code
18JRMOT69.61NoJRMOT: A Real-Time 3D Multi-Object Tracker and a...2020-02-19Code
19mmMOT62.05NoRobust Multi-Modality Multi-Object Tracking2019-09-09Code