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 201250 of 318 papers

TitleStatusHype
Intelligent Intersection: Two-Stream Convolutional Networks for Real-time Near Accident Detection in Traffic Video0
Interactive Multi-scale Fusion of 2D and 3D Features for Multi-object Tracking0
Is Multiple Object Tracking a Matter of Specialization?0
Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications0
Learning Local Feature Descriptors for Multiple Object Tracking0
Learning Pixel Trajectories with Multiscale Contrastive Random Walks0
Learning The Sequential Temporal Information with Recurrent Neural Networks0
Learning to associate detections for real-time multiple object tracking0
Learning to Track: Online Multi-Object Tracking by Decision Making0
LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point Clouds0
LiDAR MOT-DETR: A LiDAR-based Two-Stage Transformer for 3D Multiple Object Tracking0
Limitation of Acyclic Oriented Graphs Matching as Cell Tracking Accuracy Measure when Evaluating Mitosis0
Linear Object Detection in Document Images using Multiple Object Tracking0
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking0
MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model0
MAML MOT: Multiple Object Tracking based on Meta-Learning0
Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms0
MOANA: An Online Learned Adaptive Appearance Model for Robust Multiple Object Tracking in 3D0
Motion State: A New Benchmark Multiple Object Tracking0
Mono-Camera 3D Multi-Object Tracking Using Deep Learning Detections and PMBM Filtering0
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking0
MotionTrack: End-to-End Transformer-based Multi-Object Tracing with LiDAR-Camera Fusion0
MotionTrack: Learning Motion Predictor for Multiple Object Tracking0
MOTSLAM: MOT-assisted monocular dynamic SLAM using single-view depth estimation0
MOTS: Multi-Object Tracking and Segmentation0
MOTS: Multiple Object Tracking for General Categories Based On Few-Shot Method0
DecoderTracker: Decoder-Only Method for Multiple-Object Tracking0
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark0
Multi-Class Multi-Object Tracking using Changing Point Detection0
Multi-Object Tracking and Segmentation with a Space-Time Memory Network0
Multi-object Tracking via End-to-end Tracklet Searching and Ranking0
Multi-object Tracking with a Hierarchical Single-branch Network0
Multi-object Tracking with Neural Gating Using Bilinear LSTM0
Multiple Object Tracking: A Literature Review0
Multiple Object Tracking based on Occlusion-Aware Embedding Consistency Learning0
Multiple Object Tracking by Flowing and Fusing0
Multiple-object tracking in cluttered and crowded public spaces0
Multiple Object Tracking in Recent Times: A Literature Review0
Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector0
Multiple object tracking with context awareness0
Multiple Object Tracking with Correlation Learning0
SIRA: Scalable Inter-frame Relation and Association for Radar Perception0
SlowPerception: Physical-World Latency Attack against Visual Perception in Autonomous Driving0
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos0
SOT for MOT0
Sparse Message Passing Network with Feature Integration for Online Multiple Object Tracking0
TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking0
Spatial-Temporal Relation Networks for Multi-Object Tracking0
Spatio-Temporal Point Process for Multiple Object Tracking0
State-Space Abstractions for Probabilistic Inference: A Systematic Review0
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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