OpenCodePapers

unsupervised-object-segmentation-on-davis

Unsupervised Object Segmentation
Dataset Link
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PaperCodeJ scoreModelNameReleaseDate
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping✓ Link83.0RCF (with Post-Processing)2023-04-17
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping✓ Link80.9RCF (without Post-Processing)2023-04-17
Motion-inductive Self-supervised Object Discovery in Videos73.9MOD2022-10-01
Segmenting Moving Objects via an Object-Centric Layered Representation✓ Link72.1OCLR2022-07-05
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion71.2GWM2022-05-16
EM-driven unsupervised learning for efficient motion segmentation✓ Link69.8EM2022-01-06
Self-supervised Video Object Segmentation by Motion Grouping68.3MG2021-04-15
[]()67.8SIMO
The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos✓ Link57.8AMD2021-11-11