Visual Object Tracking on VOT2017/18

Metric: Expected Average Overlap (EAO) (higher is better)

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#	Model↕	Expected Average Overlap (EAO)▼	Extra Data	Paper	Date↕	Code
1	SiamMask_E	0.446	Yes	Fast Visual Object Tracking with Rotated Boundin...	2019-07-08	Code
2	SiamFC++	0.428	Yes	SiamFC++: Towards Robust and Accurate Visual Tra...	2019-11-14	Code
3	THOR-SiamRPN	0.416	No	Tracking Holistic Object Representations	2019-07-21	Code
4	SiamRPN++_R	0.416	No	-	-	-
5	SiamRPN++	0.414	No	SiamRPN++: Evolution of Siamese Visual Tracking ...	2018-12-31	Code
6	THOR-SiamMask	0.4104	No	Tracking Holistic Object Representations	2019-07-21	Code
7	SiamRPN	0.383	No	-	-	Code
8	SiamMask	0.38	No	Fast Online Object Tracking and Segmentation: A ...	2018-12-12	Code
9	STRCF	0.345	No	Learning Spatial-Temporal Regularized Correlatio...	2018-03-23	Code
10	SA Siam R	0.337	No	Towards a Better Match in Siamese Network Based ...	2018-09-05	-
11	DaSiamRPN	0.326	No	Distractor-aware Siamese Networks for Visual Obj...	2018-08-18	Code
12	LSART	0.323	No	Learning Spatial-Aware Regressions for Visual Tr...	2017-06-22	Code
13	ECO	0.28	No	ECO: Efficient Convolution Operators for Tracking	2016-11-28	Code
14	CSRDCF	0.263	Yes	Discriminative Correlation Filter with Channel a...	2016-11-25	Code
15	TRACA	0.137	No	Context-aware Deep Feature Compression for High-...	2018-03-28	Code

#1SiamMask_ESOTA
0.446
Expected Average Overlap (EAO)· Extra Data· 2019-07-08
Fast Visual Object Tracking with Rotated Bounding Boxes Code
#2SiamFC++
0.428
Expected Average Overlap (EAO)· Extra Data· 2019-11-14
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines Code
#3THOR-SiamRPN
0.416
Expected Average Overlap (EAO)· 2019-07-21
Tracking Holistic Object Representations Code
#4SiamRPN++_R
0.416
Expected Average Overlap (EAO)
No paper
#5SiamRPN++SOTA
0.414
Expected Average Overlap (EAO)· 2018-12-31
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks Code
#6THOR-SiamMask
0.4104
Expected Average Overlap (EAO)· 2019-07-21
Tracking Holistic Object Representations Code
#7SiamRPN
0.383
Expected Average Overlap (EAO)
No paperCode
#8SiamMaskSOTA
0.38
Expected Average Overlap (EAO)· 2018-12-12
Fast Online Object Tracking and Segmentation: A Unifying Approach Code
#9STRCFSOTA
0.345
Expected Average Overlap (EAO)· 2018-03-23
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking Code
#10SA Siam R
0.337
Expected Average Overlap (EAO)· 2018-09-05
Towards a Better Match in Siamese Network Based Visual Object Tracker
#11DaSiamRPN
0.326
Expected Average Overlap (EAO)· 2018-08-18
Distractor-aware Siamese Networks for Visual Object Tracking Code
#12LSARTSOTA
0.323
Expected Average Overlap (EAO)· 2017-06-22
Learning Spatial-Aware Regressions for Visual Tracking Code
#13ECOSOTA
0.28
Expected Average Overlap (EAO)· 2016-11-28
ECO: Efficient Convolution Operators for Tracking Code
#14CSRDCFSOTA
0.263
Expected Average Overlap (EAO)· Extra Data· 2016-11-25
Discriminative Correlation Filter with Channel and Spatial Reliability Code
#15TRACA
0.137
Expected Average Overlap (EAO)· 2018-03-28
Context-aware Deep Feature Compression for High-speed Visual Tracking Code