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시각 객체 추적
Visual Object Tracking On Vot201718
Visual Object Tracking On Vot201718
평가 지표
Expected Average Overlap (EAO)
평가 결과
이 벤치마크에서 각 모델의 성능 결과
Columns
모델 이름
Expected Average Overlap (EAO)
Paper Title
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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