OpenCodePapers
image-clustering-on-fashion-mnist
Image Clustering
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Paper
Code
Accuracy
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NMI
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ModelName
ReleaseDate
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Deep Clustering via Probabilistic Ratio-Cut Optimization
✓ Link
0.791
0.758
PRCut (DinoV2)
2025-02-01
The VampPrior Mixture Model
✓ Link
0.716
0.710
VMM
2024-02-06
Selective Pseudo-label Clustering
✓ Link
0.679
0.735
SPC
2021-07-22
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding
✓ Link
0.672
0.684
N2D (UMAP)
2019-08-16
Contrastive Hierarchical Clustering
✓ Link
0.65
CoHiClust
2023-03-03
Interpretable Visualizations with Differentiating Embedding Networks
✓ Link
0.635
0.71
DEN
2020-06-11
Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement
✓ Link
0.628
0.644
PSSC
2020-11-23
Graph Degree Linkage: Agglomerative Clustering on a Directed Graph
✓ Link
0.627
0.66
GDL
2012-08-25
Deep Density-based Image Clustering
✓ Link
0.619
0.682
DDC
2018-12-11
Deep Transformation-Invariant Clustering
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0.612
0.637
DTI-Clustering
2020-06-19
Deep Density-based Image Clustering
✓ Link
0.609
0.661
DDC-DA
2018-12-11
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction
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0.591
0.642
DynAE
2019-01-23
Improving k-Means Clustering Performance with Disentangled Internal Representations
✓ Link
0.555
0.574
SNNL-4
2020-06-05