Datasets › Object Discovery

Object Discovery

Introduced by Michael Rubinstein et al. in Unsupervised Joint Object Discovery and Segmentation in Internet Images1 Jan 2013 archive 2025-07-28

The Object Discovery dataset was collected by downloading images from Internet for airplane, car and horse. It is significantly larger and thus, diverse in terms of viewpoints, texture, color etc

Source: One shot Joint Colocalization & Cosegmentation Image Source: http://people.csail.mit.edu/mrub/ObjectDiscovery/

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
Single-object discovery Object Discovery rOSD CorLoc 89.2 Toward unsupervised, multi-object discovery in... huyvvo/rOSD 2 Compare

Papers archive 2025-07-28

2 shown of 2 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 52. 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
Toward unsupervised, multi-object discovery in large-scale image collections 1 1 6 Jul 2020 not harvested
Unsupervised Image Matching and Object Discovery as Optimization 1 1 5 Apr 2019 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

  • Object Discovery

1 variant name, as the archive lists them.

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