DCN+BRB

Reported on 6 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Computer Vision6 results

Image ClassificationonCIFAR-20
ARI· 2024-11-04
41.15
SOTA
Breaking the Reclustering Barrier in Centroid-based Deep Clustering arXiv:2411.02275
Image ClassificationonCIFAR-20
NMI· 2024-11-04
56.76
best: 73.2 (PRO-DSC)
SOTA
Breaking the Reclustering Barrier in Centroid-based Deep Clustering arXiv:2411.02275
Image ClusteringonCIFAR-10
ARI· 2024-11-04
0.824
best: 0.989 (TURTLE (CLIP + DINOv2))
Breaking the Reclustering Barrier in Centroid-based Deep Clustering arXiv:2411.02275
Image ClusteringonCIFAR-10
Accuracy· 2024-11-04
0.912
best: 0.995 (TURTLE (CLIP + DINOv2))
Breaking the Reclustering Barrier in Centroid-based Deep Clustering arXiv:2411.02275
Image ClusteringonCIFAR-10
NMI· 2024-11-04
0.837
best: 0.985 (TURTLE (CLIP + DINOv2))
Breaking the Reclustering Barrier in Centroid-based Deep Clustering arXiv:2411.02275
Image ClassificationonCIFAR-20
Accuracy· 2024-11-04
56.92
best: 73.2 (MV-MR)
Breaking the Reclustering Barrier in Centroid-based Deep Clustering arXiv:2411.02275