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)mIoU72.4Unverified
2RCF (without post-processing)mIoU69.9Unverified
3OCLRmIoU65.4Unverified
4MODmIoU61.3Unverified
5GWMmIoU60.9Unverified
6TokenCutmIoU60.2Unverified
7AMDmIoU47.5Unverified