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Datasets › OTB-2015

OTB-2015

Introduced in Object Tracking Benchmark1 Jan 2015 archive 2025-07-28

OTB-2015, also referred as Visual Tracker Benchmark, is a visual tracking dataset. It contains 100 commonly used video sequences for evaluating visual tracking. Image Source: http://cvlab.hanyang.ac.kr/tracker_benchmark/datasets.html

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard 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 OTB-2015 SPMTrack-B AUC 0.727 SPMTrack: Spatio-Temporal Parameter-Efficient... wenruicai/spmtrack 18 Compare

Papers archive 2025-07-28

17 shown of 17 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 182. 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
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking 1 1 24 Mar 2025 ran 0 of 1 samples (1 unverified)
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory 1 1 18 Nov 2024 ran 1 of 1 samples (0 unverified)
Improving Visual Object Tracking through Visual Prompting 1 1 27 Sep 2024 not harvested
ODTrack: Online Dense Temporal Token Learning for Visual Tracking 1 2 3 Jan 2024 ran 1 of 1 samples (0 unverified)
HIPTrack: Visual Tracking with Historical Prompts 1 1 3 Nov 2023 not harvested
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking 1 1 27 Apr 2023 not harvested
Do Different Tracking Tasks Require Different Appearance Models? 1 1 5 Jul 2021 ran 6 of 17 samples (11 unverified)
STMTrack: Template-free Visual Tracking with Space-time Memory Networks 1 1 1 Apr 2021 ran 8 of 11 samples (3 unverified)
Learning Target Candidate Association to Keep Track of What Not to Track 1 1 30 Mar 2021 not harvested
AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee 2 1 19 Sep 2020 not harvested
Scale Equivariance Improves Siamese Tracking 1 1 17 Jul 2020 ran 1 of 12 samples (11 unverified; 11 pointer-only for licence)
Tracking-by-Trackers with a Distilled and Reinforced Model 1 1 8 Jul 2020 not harvested
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)
Visual Tracking via Adaptive Spatially-Regularized Correlation Filters 1 1 1 Jun 2019 not harvested
SiamVGG: Visual Tracking using Deeper Siamese Networks 4 1 7 Feb 2019 not harvested
A Twofold Siamese Network for Real-Time Object Tracking 1 1 24 Feb 2018 ran 0 of 2 samples (2 unverified)
End-to-end representation learning for Correlation Filter based tracking 0 1 20 Apr 2017 not harvested

Dataset loaders archive 2025-07-28

lsyhahaha/DataSetpytorch

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Visual Object TrackingVisual Tracking

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

ImagesVideos

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • OTB-2015

1 variant name, as the archive lists them.

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