OpenCodePapers
image-clustering-on-tiny-imagenet
Image Clustering
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Paper
Code
Accuracy
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NMI
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ARI
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ModelName
ReleaseDate
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Exploring a Principled Framework for Deep Subspace Clustering
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0.698
0.805
PRO-DSC
2025-03-21
Improving Image Clustering with Artifacts Attenuation via Inference-Time Attention Engineering
0.6823
0.8178
0.5227
ITAE
2024-10-07
SPICE: Semantic Pseudo-labeling for Image Clustering
✓ Link
0.305
0.449
0.161
SPICE
2021-03-17
Information Maximization Clustering via Multi-View Self-Labelling
✓ Link
0.282
0.526
0.146
IMC-SwAV (Best)
2021-03-12
Information Maximization Clustering via Multi-View Self-Labelling
✓ Link
0.279
0.485
0.143
IMC-SwAV (Avg+-)
2021-03-12
C3: Cross-instance guided Contrastive Clustering
✓ Link
0.141
0.335
0.065
C3
2022-11-14
Contrastive Clustering
✓ Link
0.14
0.34
0.071
CC
2020-09-21
Multi-Modal Deep Clustering: Unsupervised Partitioning of Images
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0.119
0.274
MMDC
2019-12-05
Deep Comprehensive Correlation Mining for Image Clustering
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0.108
0.224
DCCM
2019-04-15
Deep Adaptive Image Clustering
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0.066
0.190
DAC
2017-10-01
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
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0.041
0.135
GAN
2015-11-19
Unsupervised Deep Embedding for Clustering Analysis
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0.037
0.115
DEC
2015-11-19
Auto-Encoding Variational Bayes
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0.036
0.113
VAE
2013-12-20
Joint Unsupervised Learning of Deep Representations and Image Clusters
✓ Link
0.033
0.102
JULE
2016-04-13