SOTAVerified

Multiple Object Tracking

Multiple Object Tracking is the problem of automatically identifying multiple objects in a video and representing them as a set of trajectories with high accuracy.

Source: SOT for MOT

Papers

Showing 51100 of 318 papers

TitleStatusHype
OVTrack: Open-Vocabulary Multiple Object TrackingCode1
Streaming Video ModelCode1
Learnable Graph Matching: A Practical Paradigm for Data AssociationCode1
3D-POP - An automated annotation approach to facilitate markerless 2D-3D tracking of freely moving birds with marker-based motion captureCode1
Unifying Short and Long-Term Tracking with Graph HierarchiesCode1
Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching SpaceCode1
SportsTrack: An Innovative Method for Tracking Athletes in Sports ScenesCode1
SearchTrack: Multiple Object Tracking with Object-Customized Search and Motion-Aware FeaturesCode1
Strong-TransCenter: Improved Multi-Object Tracking based on Transformers with Dense RepresentationsCode1
EnsembleMOT: A Step towards Ensemble Learning of Multiple Object TrackingCode1
Multiple Object Tracking from appearance by hierarchically clustering trackletsCode1
SoccerNet 2022 Challenges ResultsCode1
Fast Online and Relational TrackingCode1
Transformer-based assignment decision network for multiple object trackingCode1
Tracking Every Thing in the WildCode1
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and CountingCode1
Multi-Object Tracking and Segmentation via Neural Message PassingCode1
Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object TrackingCode1
Unified Transformer Tracker for Object TrackingCode1
DR.VIC: Decomposition and Reasoning for Video Individual CountingCode1
Forward Propagation, Backward Regression, and Pose Association for Hand Tracking in the WildCode1
SRT3D: A Sparse Region-Based 3D Object Tracking Approach for the Real WorldCode1
ByteTrack: Multi-Object Tracking by Associating Every Detection BoxCode1
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3DCode1
Joint Learning Architecture for Multiple Object Tracking and Trajectory ForecastingCode1
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint PathsCode1
Real Time Pear Fruit Detection and Counting Using YOLOv4 Models and Deep SORTCode1
Prototypical Cross-Attention Networks for Multiple Object Tracking and SegmentationCode1
DyGLIP: A Dynamic Graph Model with Link Prediction for Accurate Multi-Camera Multiple Object TrackingCode1
MOTR: End-to-End Multiple-Object Tracking with TransformerCode1
EagerMOT: 3D Multi-Object Tracking via Sensor FusionCode1
Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT PhilosophyCode1
Online Multiple Object Tracking with Cross-Task SynergyCode1
Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object TrackingCode1
TransCenter: Transformers with Dense Representations for Multiple-Object TrackingCode1
Tracking Pedestrian Heads in Dense CrowdCode1
Learning a Proposal Classifier for Multiple Object TrackingCode1
Monocular Quasi-Dense 3D Object TrackingCode1
Simple online and real-time tracking with occlusion handlingCode1
DEFT: Detection Embeddings for TrackingCode1
Temporally Guided Articulated Hand Pose Tracking in Surgical VideosCode1
TransTrack: Multiple Object Tracking with TransformerCode1
GMOT-40: A Benchmark for Generic Multiple Object TrackingCode1
Simultaneous Detection and Tracking with Motion Modelling for Multiple Object TrackingCode1
Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and TrackingCode1
PointTrack++ for Effective Online Multi-Object Tracking and SegmentationCode1
Lifted Disjoint Paths with Application in Multiple Object TrackingCode1
Quasi-Dense Similarity Learning for Multiple Object TrackingCode1
Learning a Neural Solver for Multiple Object TrackingCode1
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object TrackingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRK ODESAMOTA90.03Unverified
2MOSTFusionMOTA84.83Unverified
3mmMOT-normalMOTA84.77Unverified
43DTMOTA84.52Unverified
5Mono3DTMOTA84.52Unverified
6RRC-IIITHMOTA84.24Unverified
7RobMOT (Dynamic)HOTA81.8Unverified
8RobMOTHOTA81.76Unverified
9MCTrackHOTA81.07Unverified
10KFDLHOTA81.06Unverified
#ModelMetricClaimedVerifiedStatus
1ByteTrackmMOTA45.5Unverified
2UNINEXT-HmMOTA44.2Unverified
3MOTRv2mMOTA43.6Unverified
4QDTrackmMOTA42.1Unverified
5ContrasTRmMOTA41.7Unverified
6UnicornmMOTA41.2Unverified
7TETermMOTA39.1Unverified
8QDTrackmMOTA36.6Unverified
9Adaptive-searching -windows TrackermMOTA34.4Unverified
#ModelMetricClaimedVerifiedStatus
1ContrasTRmMOTA42.8Unverified
2SUSHImMOTA40.2Unverified
3ByteTrackmMOTA40.1Unverified
4QDtrackmMOTA35.6Unverified
5Yu et al.mMOTA26.3Unverified
#ModelMetricClaimedVerifiedStatus
1PP-TrackingMOTA72.6Unverified
2OC-SORTMOTA67.9Unverified
3HeadHunter-TMOTA63.6Unverified
4TracktorMOTA58.9Unverified
5SORTMOTA46.4Unverified
#ModelMetricClaimedVerifiedStatus
1MOTIP (Deformable DETR, with SportsMOT val)HOTA75.2Unverified
2TrackSSMHOTA74.4Unverified
3MOTIP (Deformable DETR)HOTA71.9Unverified
#ModelMetricClaimedVerifiedStatus
1MCTrackHOTA82.75Unverified
2BiTrackHOTA82.7Unverified
#ModelMetricClaimedVerifiedStatus
1SIRAMOTA47.79Unverified
2TempoRadarMOTA37.91Unverified
#ModelMetricClaimedVerifiedStatus
1QDTrackMOTA55.6Unverified
2RetinaTrackMOTA44.92Unverified
#ModelMetricClaimedVerifiedStatus
1MAC-SORTHOTA58.58Unverified
#ModelMetricClaimedVerifiedStatus
1EB & TADNMOTA23.7Unverified
#ModelMetricClaimedVerifiedStatus
1HandLerMOTA70Unverified