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
FishMOT: A Simple and Effective Method for Fish Tracking Based on IoU MatchingCode1
SoccerNet 2023 Challenges ResultsCode1
Spatial-Temporal Multi-Cuts for Online Multiple-Camera Vehicle TrackingCode1
DEFT: Detection Embeddings for TrackingCode1
Learning a Neural Solver for Multiple Object TrackingCode1
Learning a Neural Solver for Multiple Object TrackingCode1
Learning a Proposal Classifier for Multiple Object TrackingCode1
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3DCode1
Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and TrackingCode1
OVTrack: Open-Vocabulary Multiple Object TrackingCode1
Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT PhilosophyCode1
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask LearningCode1
Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object TrackingCode1
Learnable Graph Matching: A Practical Paradigm for Data AssociationCode1
Monocular Quasi-Dense 3D Object TrackingCode1
Simple online and real-time tracking with occlusion handlingCode1
ByteTrack: Multi-Object Tracking by Associating Every Detection BoxCode1
Simple Online and Realtime Tracking with a Deep Association MetricCode1
SearchTrack: Multiple Object Tracking with Object-Customized Search and Motion-Aware FeaturesCode1
Joint Learning Architecture for Multiple Object Tracking and Trajectory ForecastingCode1
Segmentation and Tracking of Vegetable Plants by Exploiting Vegetable Shape Feature for Precision Spray of Agricultural RobotsCode1
Simultaneous Detection and Tracking with Motion Modelling for Multiple Object TrackingCode1
BiTrack: Bidirectional Offline 3D Multi-Object Tracking Using Camera-LiDAR DataCode1
RetinaTrack: Online Single Stage Joint Detection and TrackingCode1
Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching SpaceCode1
GMOT-40: A Benchmark for Generic Multiple Object TrackingCode1
EnsembleMOT: A Step towards Ensemble Learning of Multiple Object TrackingCode1
Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in SportsCode1
Heterogeneous Graph Transformer for Multiple Tiny Object Tracking in RGB-T VideosCode1
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object TrackingCode1
CHOTA: A Higher Order Accuracy Metric for Cell TrackingCode1
JRMOT: A Real-Time 3D Multi-Object Tracker and a New Large-Scale DatasetCode1
Associate Everything Detected: Facilitating Tracking-by-Detection to the UnknownCode1
Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object TrackingCode1
Fast Online and Relational TrackingCode1
3D-POP - An automated annotation approach to facilitate markerless 2D-3D tracking of freely moving birds with marker-based motion captureCode1
Quasi-Dense Similarity Learning for Multiple Object TrackingCode1
Learning Data Association for Multi-Object Tracking using Only CoordinatesCode1
Lifted Disjoint Paths with Application in Multiple Object TrackingCode1
MM-Tracker: Motion Mamba with Margin Loss for UAV-platform Multiple Object TrackingCode1
EagerMOT: 3D Multi-Object Tracking via Sensor FusionCode1
Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object TrackingCode1
History-Aware Transformation of ReID Features for Multiple Object TrackingCode1
Forward Propagation, Backward Regression, and Pose Association for Hand Tracking in the WildCode1
DyGLIP: A Dynamic Graph Model with Link Prediction for Accurate Multi-Camera Multiple Object TrackingCode1
DR.VIC: Decomposition and Reasoning for Video Individual CountingCode1
DARTH: Holistic Test-time Adaptation for Multiple Object TrackingCode1
MOTR: End-to-End Multiple-Object Tracking with TransformerCode1
MOT16: A Benchmark for Multi-Object TrackingCode1
Real Time Pear Fruit Detection and Counting Using YOLOv4 Models and Deep SORTCode1
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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