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SotA/Computer Vision/Visual Object Tracking

Visual Object Tracking

52 benchmarks341 papers

Visual Object Tracking is an important research topic in computer vision, image understanding and pattern recognition. Given the initial state (centre location and scale) of a target in the first frame of a video sequence, the aim of Visual Object Tracking is to automatically obtain the states of the object in the subsequent video frames.

<span class="description-source">Source: Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Object Tracking </span>

Benchmarks

Visual Object Tracking on LaSOT

AUCNormalized PrecisionPrecision

Visual Object Tracking on GOT-10k

Average OverlapSuccess Rate 0.5Success Rate 0.75

Visual Object Tracking on TrackingNet

AccuracyNormalized PrecisionPrecisionSuccess RateAUC

Visual Object Tracking on LaSOT-ext

AUCPrecisionNormalized Precision

Visual Object Tracking on OTB-2015

AUCPrecision

Visual Object Tracking on UAV123

AUCPrecision

Visual Object Tracking on TNL2K

AUCprecisionNormalized Precision

Visual Object Tracking on VOT2017/18

Expected Average Overlap (EAO)

Visual Object Tracking on DiDi

Tracking quality

Visual Object Tracking on NeedForSpeed

AUC

Visual Object Tracking on AVisT

Success Rate

Visual Object Tracking on OTB-2013

AUC

Visual Object Tracking on VOT2016

Expected Average Overlap (EAO)

Visual Object Tracking on VOT2017

Expected Average Overlap (EAO)

Visual Object Tracking on YouTube-VOS 2018

F-Measure (Unseen)Jaccard (Unseen)F-Measure (Seen)O (Average of Measures)Jaccard (Seen)

Visual Object Tracking on VOT2022

EAO

Visual Object Tracking on OTB-50

AUC

Visual Object Tracking on VOT2019

Expected Average Overlap (EAO)Accuracy

Visual Object Tracking on OTB-100

AUC

Visual Object Tracking on VOT2018

Expected Average Overlap (EAO)Accuracy

Visual Object Tracking on YouTube-VOS

F-Measure (Seen)F-Measure (Unseen)Jaccard (Seen)Jaccard (Unseen)O (Average of Measures)

Visual Object Tracking on ITB

AUC

Visual Object Tracking on TempleColor128

AUCPrecision

Visual Object Tracking on VOT2014

Expected Average Overlap (EAO)

Visual Object Tracking on VideoCube

Normalized PrecisionPrecisionSuccess Rate