SOTAVerified

Visual Tracking

Visual Tracking is an essential and actively researched problem in the field of computer vision with various real-world applications such as robotic services, smart surveillance systems, autonomous driving, and human-computer interaction. It refers to the automatic estimation of the trajectory of an arbitrary target object, usually specified by a bounding box in the first frame, as it moves around in subsequent video frames.

Source: Learning Reinforced Attentional Representation for End-to-End Visual Tracking

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 525 papers

TitleStatusHype
DTLLM-VLT: Diverse Text Generation for Visual Language Tracking Based on LLM—0
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-TrainingCode2
Learning Tracking Representations from Single Point Annotations—0
Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL—0
RTracker: Recoverable Tracking via PN Tree Structured MemoryCode1
Multi-attention Associate Prediction Network for Visual Tracking—0
Pedestrian Tracking with Monocular Camera using Unconstrained 3D Motion Model—0
A Spectrum-based Image Denoising Method with Edge Feature Enhancement—0
Autoregressive Queries for Adaptive Tracking with Spatio-TemporalTransformers—0
Long-term Frame-Event Visual Tracking: Benchmark Dataset and BaselineCode2
Motion-Guided Dual-Camera Tracker for Endoscope Tracking and Motion Analysis in a Mechanical Gastric SimulatorCode0
Tracking Meets LoRA: Faster Training, Larger Model, Stronger PerformanceCode2
VastTrack: Vast Category Visual Object TrackingCode2
Unifying Visual and Vision-Language Tracking via Contrastive LearningCode1
Multi-task Learning for Joint Re-identification, Team Affiliation, and Role Classification for Sports Visual Tracking—0
Explicit Visual Prompts for Visual Object TrackingCode1
ODTrack: Online Dense Temporal Token Learning for Visual TrackingCode2
Autoregressive Queries for Adaptive Tracking with Spatio-Temporal Transformers—0
DiffusionTrack: Point Set Diffusion Model for Visual Object TrackingCode0
Cross-Modal Object Tracking via Modality-Aware Fusion Network and A Large-Scale DatasetCode2
Visual tracking brain computer interface—0
HIPTrack: Visual Tracking with Historical PromptsCode1
AViTMP: A Tracking-Specific Transformer for Single-Branch Visual TrackingCode0
ZoomTrack: Target-aware Non-uniform Resizing for Efficient Visual TrackingCode1
Staged Depthwise Correlation and Feature Fusion for Siamese Object Tracking—0
Show:102550
← PrevPage 3 of 21Next →
All datasetsTNL2KDAVISKineticsKubricRGB-StackingLaSOTOTB-100OTB-2013Second dialogue state tracking challengeTrackingNet

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ARTrack-LAUC60.3—Unverified
2UNINEXT-HAUC59.3—Unverified
3JointNLTAUC56.9—Unverified
4OSTrackAUC55.9—Unverified
5TransTAUC50.7—Unverified
6AdaSwitcherAUC42—Unverified
#ModelMetricClaimedVerifiedStatus
1TAPIR (Panning MOVi-E)Average Jaccard61.3—Unverified
2TAPIR (MOVi-E)Average Jaccard59.8—Unverified
#ModelMetricClaimedVerifiedStatus
1TAPIR (Panning MOVi-E)Average Jaccard57.2—Unverified
2TAPIR (MOVi-E)Average Jaccard57.1—Unverified
#ModelMetricClaimedVerifiedStatus
1TAPIR (Panning MOVi-E)Average Jaccard84.7—Unverified
2TAPIR (MOVi-E)Average Jaccard84.3—Unverified
#ModelMetricClaimedVerifiedStatus
1TAPIR (MOVi-E)Average Jaccard66.2—Unverified
2TAPIR (Panning MOVi-E)Average Jaccard62.7—Unverified
#ModelMetricClaimedVerifiedStatus
1TATrack-LAUC71.1—Unverified
#ModelMetricClaimedVerifiedStatus
1SiamFC-lu (Ours)AUC0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SiamFC-lu (Ours)AUC0.66—Unverified
#ModelMetricClaimedVerifiedStatus
1MDNetScore0.64—Unverified
#ModelMetricClaimedVerifiedStatus
1TATrack-LACCURACY0.85—Unverified