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Visual Object Tracking On Vot201718

评估指标

Expected Average Overlap (EAO)

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
SiamMask_E0.446Fast Visual Object Tracking with Rotated Bounding Boxes
SiamFC++0.428SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines
SiamRPN++_R0.416Object Tracking Using Siamese Network-Based Reinforcement Learning-
THOR-SiamRPN0.4160Tracking Holistic Object Representations
SiamRPN++0.414SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks
THOR-SiamMask0.4104Tracking Holistic Object Representations
SiamRPN0.383High Performance Visual Tracking With Siamese Region Proposal Network-
SiamMask0.380Fast Online Object Tracking and Segmentation: A Unifying Approach
STRCF0.345Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking
SA Siam R0.337Towards a Better Match in Siamese Network Based Visual Object Tracker-
DaSiamRPN0.326Distractor-aware Siamese Networks for Visual Object Tracking
LSART0.323Learning Spatial-Aware Regressions for Visual Tracking
ECO0.280ECO: Efficient Convolution Operators for Tracking
CSRDCF0.263Discriminative Correlation Filter with Channel and Spatial Reliability
TRACA0.137Context-aware Deep Feature Compression for High-speed Visual Tracking
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