SOTAVerified

Unsupervised Instance Segmentation

Papers

Showing 110 of 17 papers

TitleStatusHype
CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation0
ProMerge: Prompt and Merge for Unsupervised Instance Segmentation0
Part2Object: Hierarchical Unsupervised 3D Instance SegmentationCode1
Unsupervised Universal Image SegmentationCode2
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation0
A Fully Unsupervised Instance Segmentation Technique for White Blood Cell Images0
Cut and Learn for Unsupervised Object Detection and Instance SegmentationCode3
Exemplar-FreeSOLO: Enhancing Unsupervised Instance Segmentation With Exemplars0
K-means for unsupervised instance segmentation using a self-supervised transformer0
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CutS3D (DiffNCuts)AP10.2Unverified
2CutLER (Cascade+DINO)AP9.2Unverified
3Self-Training (MAE)AP5.2Unverified
4DETRegAP3.3Unverified
5TokenCutAP2.4Unverified