OpenCodePapers

single-object-discovery-on-coco-20k

Single-object discovery
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PaperCodeCorLocModelNameReleaseDate
K-means for unsupervised instance segmentation using a self-supervised transformer72.2IMST2022-10-04
MOVE: Unsupervised Movable Object Segmentation and Detection✓ Link71.9MOVE + CAD2022-10-14
MOVE: Unsupervised Movable Object Segmentation and Detection✓ Link66.6MOVE2022-10-14
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut✓ Link62.6TokenCut + CAD2022-02-23
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut✓ Link58.8TokenCut2022-02-23
Localizing Objects with Self-Supervised Transformers and no Labels✓ Link57.5LOST + CAD2021-09-29
Toward unsupervised, multi-object discovery in large-scale image collections✓ Link53.0rOSD + CAD2020-07-06
Localizing Objects with Self-Supervised Transformers and no Labels✓ Link50.7LOST2021-09-29
Toward unsupervised, multi-object discovery in large-scale image collections✓ Link48.5rOSD2020-07-06
Unsupervised Object Discovery and Co-Localization by Deep Descriptor Transforming38.2DDT+2017-07-20
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