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Single Object Discovery On Coco 20K

评估指标

CorLoc

评测结果

各个模型在此基准测试上的表现结果

模型名称
CorLoc
Paper TitleRepository
MOVE + CAD71.9MOVE: Unsupervised Movable Object Segmentation and Detection-
LOST50.7Localizing Objects with Self-Supervised Transformers and no Labels-
IMST72.2K-means for unsupervised instance segmentation using a self-supervised transformer-
MOVE66.6MOVE: Unsupervised Movable Object Segmentation and Detection-
TokenCut + CAD62.6Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut-
DDT+38.2Unsupervised Object Discovery and Co-Localization by Deep Descriptor Transforming-
LOST + CAD57.5Localizing Objects with Self-Supervised Transformers and no Labels-
rOSD48.5Toward unsupervised, multi-object discovery in large-scale image collections-
rOSD + CAD53.0Toward unsupervised, multi-object discovery in large-scale image collections-
TokenCut58.8Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut-
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