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Models/DPAC

DPAC

Reported on 15 benchmarks across 1 task · 1 paper · 1 SOTA

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

Computer Vision15 results

Image ClusteringonImageNet-10
ARI· 2024-07-07
0.935
SOTA
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonImageNet-10
Accuracy· 2024-07-07
0.97
best: 0.992 (TAC)
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonImageNet-10
NMI· 2024-07-07
0.925
best: 0.985 (TAC)
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonCIFAR-10
ARI· 2024-07-07
0.866
best: 0.989 (TURTLE (CLIP + DINOv2))
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonCIFAR-10
Accuracy· 2024-07-07
0.934
best: 0.995 (TURTLE (CLIP + DINOv2))
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonCIFAR-10
NMI· 2024-07-07
0.87
best: 0.985 (TURTLE (CLIP + DINOv2))
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonCIFAR-100
ARI· 2024-07-07
0.393
best: 0.834 (TURTLE (CLIP + DINOv2))
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonCIFAR-100
Accuracy· 2024-07-07
0.555
best: 0.898 (TURTLE (CLIP + DINOv2))
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonCIFAR-100
NMI· 2024-07-07
0.542
best: 0.915 (TURTLE (CLIP + DINOv2))
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonSTL-10
ARI· 2024-07-07
0.861
best: 0.994 (TURTLE (CLIP + DINOv2))
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonSTL-10
Accuracy· 2024-07-07
0.934
best: 0.997 (TURTLE (CLIP + DINOv2))
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonSTL-10
NMI· 2024-07-07
0.863
best: 0.993 (TURTLE (CLIP + DINOv2))
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonImagenet-dog-15
ARI· 2024-07-07
0.598
best: 0.879 (MAE-CT (best))
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonImagenet-dog-15
Accuracy· 2024-07-07
0.726
best: 0.943 (MAE-CT (best))
Deep Online Probability Aggregation Clustering arXiv:2407.05246
Image ClusteringonImagenet-dog-15
NMI· 2024-07-07
0.667
best: 0.904 (MAE-CT (best))
Deep Online Probability Aggregation Clustering arXiv:2407.05246