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Datasets › SegTrack-v2

SegTrack-v2

Introduced in Video Segmentation by Tracking Many Figure-Ground Segments1 Jan 2013 archive 2025-07-28

SegTrack v2 is a video segmentation dataset with full pixel-level annotations on multiple objects at each frame within each video.

Source: https://web.engr.oregonstate.edu/~lif/SegTrack2/dataset.html Image Source: https://www.researchgate.net/publication/325842926_Semantic_Video_Segmentation_A_Review_on_Recent_Approaches

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 5 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
Unsupervised Object Segmentation SegTrack-v2 RCF (with post-processing) mIoU 79.6 Bootstrapping Objectness from Videos by Relaxed Common... TonyLianLong/RCF-UnsupVideoSeg 8 Compare
Video Salient Object Detection SegTrack v2 UFO S-Measure 0.892 A Unified Transformer Framework for Group-based... suyukun666/UFO 8 Compare
Unsupervised Video Object Segmentation SegTrack v2 FrameSelect Mean IoU 72.2 Mask Selection and Propagation for Unsupervised Video... vidit98/FrameSelect 4 Compare
Video Object Segmentation SegTrack-v2 LOCATE mIoU 79.9 LOCATE: Self-supervised Object Discovery via Flow-guided... silky1708/locate 1 Compare
Video Segmentation SegTrack v2 GDHF Accuracy 86.86 Geodesic Distance Histogram Feature for Video Segmentation — 1 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 107. 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
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training 1 1 22 Aug 2023 ran 5 of 6 samples (1 unverified; 6 pointer-only for licence)
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping 1 2 17 Apr 2023 not harvested
Motion-inductive Self-supervised Object Discovery in Videos 0 1 1 Oct 2022 not harvested
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation 1 1 19 Sep 2022 ran 4 of 10 samples (6 unverified)
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut 0 1 1 Sep 2022 not harvested
Segmenting Moving Objects via an Object-Centric Layered Representation 1 1 5 Jul 2022 ran 16 of 21 samples (5 unverified)
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion 0 1 16 May 2022 not harvested
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection 1 1 9 Mar 2022 ran 0 of 13 samples (13 unverified)
The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos 1 1 11 Nov 2021 not harvested
Mask Selection and Propagation for Unsupervised Video Object Segmentation 1 1 5 Jan 2021 not harvested
EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency 3 1 29 Sep 2019 not harvested
Time Masking: Leveraging Temporal Information in Spoken Dialogue Systems 0 1 25 Jul 2019 not harvested
Shifting More Attention to Video Salient Object Detection 1 1 1 Jun 2019 not harvested
Unsupervised Video Object Segmentation with Motion-based Bilateral Networks 0 1 1 Sep 2018 not harvested
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection 0 1 1 Sep 2018 not harvested
Learning Video Object Segmentation with Visual Memory 0 1 19 Apr 2017 not harvested
Geodesic Distance Histogram Feature for Video Segmentation 0 1 31 Mar 2017 not harvested
Real-Time Salient Object Detection With a Minimum Spanning Tree 1 1 1 Jun 2016 not harvested
Minimum Barrier Salient Object Detection at 80 FPS 0 1 1 Dec 2015 not harvested
Saliency-Aware Geodesic Video Object Segmentation 0 1 1 Jun 2015 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Semantic SegmentationVideo Object SegmentationVideo Salient Object DetectionUnsupervised Object SegmentationUnsupervised Video Object SegmentationVideo Semantic SegmentationVideo Segmentation

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

  • SegTrack v2
  • SegTrack-v2

2 variant names, as the archive lists them.

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