SOTAVerified

Unsupervised Object Segmentation

Papers

Showing 110 of 39 papers

TitleStatusHype
Object Learning and Robust 3D Reconstruction0
Aligning Instance-Semantic Sparse Representation towards Unsupervised Object Segmentation and Shape Abstraction with Repeatable Primitives0
Scaling White-Box Transformers for Vision0
MOD-UV: Learning Mobile Object Detectors from Unlabeled VideosCode1
Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single ImagesCode1
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive TransformersCode1
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models0
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual GroupingCode1
Probing neural representations of scene perception in a hippocampally dependent task using artificial neural networks0
DeepCut: Unsupervised Segmentation using Graph Neural Networks ClusteringCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RCF (with Post-Processing)J score83Unverified
2RCF (without Post-Processing)J score80.9Unverified
3MODJ score73.9Unverified
4OCLRJ score72.1Unverified
5GWMJ score71.2Unverified
6EMJ score69.8Unverified
7MGJ score68.3Unverified
8SIMOJ score67.8Unverified
9AMDJ score57.8Unverified