DEC (KL based)

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

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

Computer Vision4 results

Image ClusteringonCMU-PIE
Accuracy· 2015-11-19
0.801
best: 0.902 (SR-K-means)
SOTA
Unsupervised Deep Embedding for Clustering Analysis arXiv:1511.06335
Image ClusteringonCMU-PIE
NMI· 2015-11-19
0.924
best: 1 (JULE-RC)
SOTA
Unsupervised Deep Embedding for Clustering Analysis arXiv:1511.06335
Image ClusteringonYouTube Faces DB
Accuracy· 2015-11-19
0.371
best: 0.611 (DEPICT)
SOTA
Unsupervised Deep Embedding for Clustering Analysis arXiv:1511.06335
Image ClusteringonYouTube Faces DB
NMI· 2015-11-19
0.446
best: 0.848 (JULE-RC)
SOTA
Unsupervised Deep Embedding for Clustering Analysis arXiv:1511.06335