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SotA/Computer Vision/Visual Tracking

Visual Tracking

42 benchmarks525 papers

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.

<span class="description-source">Source: Learning Reinforced Attentional Representation for End-to-End Visual Tracking </span>

Benchmarks

Visual Tracking on RGBT234

PrecisionSuccess

Visual Tracking on LasHeR

PrecisionSuccess

Visual Tracking on RGBT210

PrecisionSuccess

Visual Tracking on GTOT

PrecisionSuccess

Visual Tracking on TNL2K

AUCprecision

Visual Tracking on TAP-Vid-DAVIS

Average JaccardAverage PCKOcclusion Accuracy

Visual Tracking on DAVIS

Average Jaccard

Visual Tracking on Kinetics

Average Jaccard

Visual Tracking on Kubric

Average Jaccard

Visual Tracking on PointOdyssey

SurvivalδMTE

Visual Tracking on RGB-Stacking

Average Jaccard

Visual Tracking on TAP-Vid-DAVIS-First

Average JaccardAverage PCKOcclusion Accuracy

Visual Tracking on TAP-Vid-Kinetics

Average JaccardAverage PCKOcclusion Accuracy

Visual Tracking on TAP-Vid-Kinetics-First

Average JaccardAverage PCKOcclusion Accuracy

Visual Tracking on TAP-Vid-RGB-Stacking

Average JaccardAverage PCKOcclusion Accuracy

Visual Tracking on LaSOT

AUC

Visual Tracking on OTB-100

AUC

Visual Tracking on OTB-2013

AUC

Visual Tracking on Perception Test

Average Jaccard

Visual Tracking on Second dialogue state tracking challenge

Score

Visual Tracking on TAP-Vid

MTESurvivalδ

Visual Tracking on TrackingNet

ACCURACYNormalized Precision