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TURTLE (CLIP + DINOv2)
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Let Go of Your Labels with Unsupervised Transfer
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1.00
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2024-06-11
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TEMI DINO ViT-B
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Exploring the Limits of Deep Image Clustering usi…
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0.99
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2023-03-31
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TAC
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Image Clustering with External Guidance
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0.98
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2023-10-18
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SPICE-BPA
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The Balanced-Pairwise-Affinities Feature Transform
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0.94
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2024-06-25
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DPAC
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Deep Online Probability Aggregation Clustering
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0.93
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2024-07-07
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SPICE*
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SPICE: Semantic Pseudo-labeling for Image Cluster…
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0.93
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2021-03-17
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TCL
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Twin Contrastive Learning for Online Clustering
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0.87
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2022-10-21
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RUC
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Improving Unsupervised Image Clustering With Robu…
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0.87
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2020-12-21
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IMC-SwAV (Best)
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Information Maximization Clustering via Multi-Vie…
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0.85
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2021-03-12
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CC
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Contrastive Clustering
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0.85
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2020-09-21
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SeCu
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Stable Cluster Discrimination for Deep Clustering
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0.84
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2023-11-24
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IMC-SwAV (Avg+-)
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Information Maximization Clustering via Multi-Vie…
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0.83
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2021-03-12
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ITAE
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Improving Image Clustering with Artifacts Attenua…
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0.83
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2024-10-07
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SCAN
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SCAN: Learning to Classify Images without Labels
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0.81
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2020-05-25
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SCAN (Avg)
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SCAN: Learning to Classify Images without Labels
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0.77
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2020-05-25
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IDFD
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Clustering-friendly Representation Learning via I…
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0.76
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2021-05-31
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MiCE
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MiCE: Mixture of Contrastive Experts for Unsuperv…
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0.75
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2021-05-05
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ConCURL
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Representation Learning for Clustering via Buildi…
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0.75
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2021-05-04
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MMDC
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Multi-Modal Deep Clustering: Unsupervised Partiti…
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0.69
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2019-12-05
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CoHiClust
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Contrastive Hierarchical Clustering
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0.61
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2023-03-03
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MCR2
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Learning Diverse and Discriminative Representatio…
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0.49
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2020-06-15
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DCCM
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Deep Comprehensive Correlation Mining for Image C…
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0.48
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2019-04-15
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DEC
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Unsupervised Deep Embedding for Clustering Analys…
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0.36
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2015-11-19
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GAN
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Unsupervised Representation Learning with Deep Co…
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0.30
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2015-11-19
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VAE
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Auto-Encoding Variational Bayes
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0.28
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2013-12-20
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JULE
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Joint Unsupervised Learning of Deep Representatio…
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0.28
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2016-04-13
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