Datasets › VOT2017

VOT2017 (Visual Object Tracking Challenge)

Introduced in The Visual Object Tracking VOT2017 Challenge Results1 Jan 2017 archive 2025-07-28

VOT2017 is a Visual Object Tracking dataset for different tasks that contains 60 short sequences annotated with 6 different attributes.

Source: GradNet: Gradient-Guided Network for Visual Object Tracking Image Source: https://ieeexplore.ieee.org/document/8265440

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Visual Object Tracking VOT2017/18 SiamMask_E Expected Average Overlap (EAO) 0.446 Fast Visual Object Tracking with Rotated Bounding Boxes baoxinchen/siammask_e 15 Compare
Visual Object Tracking VOT2017 GFS-DCF Expected Average Overlap (EAO) 0.397 Joint Group Feature Selection and Discriminative Filter... XU-TIANYANG/GFS-DCF 6 Compare

Papers archive 2025-07-28

20 shown of 20 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 56. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Object Tracking Using Siamese Network-Based Reinforcement Learning 0 1 13 Jun 2022 not harvested
Scale Equivariance Improves Siamese Tracking 1 1 17 Jul 2020 ran 1 of 12 samples (11 unverified; 11 pointer-only for licence)
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines 6 1 14 Nov 2019 ran 4 of 5 samples (1 unverified; 5 pointer-only for licence)
GradNet: Gradient-Guided Network for Visual Object Tracking 2 1 15 Sep 2019 ran 1 of 2 samples (1 unverified; 2 pointer-only for licence)
Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking 1 1 30 Jul 2019 not harvested
Tracking Holistic Object Representations 2 2 21 Jul 2019 not harvested
Fast Visual Object Tracking with Rotated Bounding Boxes 1 1 8 Jul 2019 not harvested
SiamVGG: Visual Tracking using Deeper Siamese Networks 4 1 7 Feb 2019 not harvested
Deeper and Wider Siamese Networks for Real-Time Visual Tracking 5 1 7 Jan 2019 ran 3 of 3 samples (0 unverified)
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks 13 1 31 Dec 2018 ran 3 of 17 samples (14 unverified)
Fast Online Object Tracking and Segmentation: A Unifying Approach 3 1 12 Dec 2018 ran 1 of 10 samples (9 unverified)
Towards a Better Match in Siamese Network Based Visual Object Tracker 0 1 5 Sep 2018 not harvested
Distractor-aware Siamese Networks for Visual Object Tracking 1 1 18 Aug 2018 not harvested
Learning to Update for Object Tracking with Recurrent Meta-learner 0 1 19 Jun 2018 not harvested
High Performance Visual Tracking With Siamese Region Proposal Network 5 1 1 Jun 2018 not harvested
Context-aware Deep Feature Compression for High-speed Visual Tracking 1 1 28 Mar 2018 not harvested
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking 1 1 23 Mar 2018 not harvested
Learning Spatial-Aware Regressions for Visual Tracking 1 1 22 Jun 2017 not harvested
ECO: Efficient Convolution Operators for Tracking 5 1 28 Nov 2016 not harvested
Discriminative Correlation Filter with Channel and Spatial Reliability 4 1 25 Nov 2016 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • VOT2017/18
  • VOT2017

2 variant names, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections