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Visual Object Tracking On Vot201718

Metrics

Expected Average Overlap (EAO)

Results

Performance results of various models on this benchmark

		Paper Title	Repository
SiamMask_E	0.446	Fast Visual Object Tracking with Rotated Bounding Boxes
SiamFC++	0.428	SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines
SiamRPN++_R	0.416	Object Tracking Using Siamese Network-Based Reinforcement Learning	-
THOR-SiamRPN	0.4160	Tracking Holistic Object Representations
SiamRPN++	0.414	SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks
THOR-SiamMask	0.4104	Tracking Holistic Object Representations
SiamRPN	0.383	High Performance Visual Tracking With Siamese Region Proposal Network	-
SiamMask	0.380	Fast Online Object Tracking and Segmentation: A Unifying Approach
STRCF	0.345	Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking
SA Siam R	0.337	Towards a Better Match in Siamese Network Based Visual Object Tracker	-
DaSiamRPN	0.326	Distractor-aware Siamese Networks for Visual Object Tracking
LSART	0.323	Learning Spatial-Aware Regressions for Visual Tracking
ECO	0.280	ECO: Efficient Convolution Operators for Tracking
CSRDCF	0.263	Discriminative Correlation Filter with Channel and Spatial Reliability
TRACA	0.137	Context-aware Deep Feature Compression for High-speed Visual Tracking

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