Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/DDC-DA

DDC-DA

Reported on 10 benchmarks across 1 task · 1 paper · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision10 results

Image ClusteringonLetterA-J
Accuracy· 2018-12-11
0.691
SOTA
Deep Density-based Image Clustering arXiv:1812.04287
Image ClusteringonLetterA-J
NMI· 2018-12-11
0.629
SOTA
Deep Density-based Image Clustering arXiv:1812.04287
Image ClusteringonMNIST-full
Accuracy· 2018-12-11
0.986
best: 0.992 (SPC)
SOTA
Deep Density-based Image Clustering arXiv:1812.04287
Image ClusteringonMNIST-full
NMI· 2018-12-11
0.961
best: 0.975 (SPC)
SOTA
Deep Density-based Image Clustering arXiv:1812.04287
Image ClusteringonUSPS
Accuracy· 2018-12-11
0.977
best: 0.984 (SPC)
SOTA
Deep Density-based Image Clustering arXiv:1812.04287
Image ClusteringonUSPS
NMI· 2018-12-11
0.939
best: 0.954 (SPC)
SOTA
Deep Density-based Image Clustering arXiv:1812.04287
Image ClusteringonMNIST-test
Accuracy· 2018-12-11
0.97
best: 0.987 (DynAE)
SOTA
Deep Density-based Image Clustering arXiv:1812.04287
Image ClusteringonMNIST-test
NMI· 2018-12-11
0.927
best: 0.963 (DynAE)
SOTA
Deep Density-based Image Clustering arXiv:1812.04287
Image ClusteringonFashion-MNIST
Accuracy· 2018-12-11
0.609
best: 0.791 (PRCut (DinoV2))
Deep Density-based Image Clustering arXiv:1812.04287
Image ClusteringonFashion-MNIST
NMI· 2018-12-11
0.661
best: 0.758 (PRCut (DinoV2))
Deep Density-based Image Clustering arXiv:1812.04287