Visual Object Tracking on VOT2017

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Expected Average Overlap (EAO)

Rank	Model	Expected Average Overlap (EAO)	Paper	Code	Year
1	GFS-DCF	0.397	Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking	XU-TIANYANG/GFS-DCF	2019
2	SiamRPN+	0.30	Deeper and Wider Siamese Networks for Real-Time Visual Tracking	researchmm/SiamDW · zllrunning/SiameseX.PyTorch · wangxiao5791509/SiamDW_tracker_revised · +2	2019
3	SiamVGG	0.286	SiamVGG: Visual Tracking using Deeper Siamese Networks	zllrunning/SiameseX.PyTorch · leeyeehoo/SiamVGG · logiklesuraj/siamfcex · +1	2019
4	SE-SiamFC	0.27	Scale Equivariance Improves Siamese Tracking	isosnovik/SiamSE	2020
5	SiamFC-lu (Ours)	0.263	Learning to Update for Object Tracking with Recurrent Meta-learner		2018
6	GradNet	0.247	GradNet: Gradient-Guided Network for Visual Object Tracking	LPXTT/GradNet-Pytorch · LPXTT/GradNet-Tensorflow	2019
7	GFS-DCF	0.397	Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking	XU-TIANYANG/GFS-DCF	2019
8	SiamRPN+	0.30	Deeper and Wider Siamese Networks for Real-Time Visual Tracking	researchmm/SiamDW · zllrunning/SiameseX.PyTorch · wangxiao5791509/SiamDW_tracker_revised · +2	2019
9	SiamVGG	0.286	SiamVGG: Visual Tracking using Deeper Siamese Networks	zllrunning/SiameseX.PyTorch · leeyeehoo/SiamVGG · logiklesuraj/siamfcex · +1	2019
10	SE-SiamFC	0.27	Scale Equivariance Improves Siamese Tracking	isosnovik/SiamSE	2020
11	SiamFC-lu (Ours)	0.263	Learning to Update for Object Tracking with Recurrent Meta-learner		2018
12	GradNet	0.247	GradNet: Gradient-Guided Network for Visual Object Tracking	LPXTT/GradNet-Pytorch · LPXTT/GradNet-Tensorflow	2019