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Models/IMC-SwAV (Avg+-)

IMC-SwAV (Avg+-)

Reported on 12 benchmarks across 1 task · 1 paper

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

Computer Vision12 results

Image ClusteringonCIFAR-10
ARI· 2021-03-12
0.79
best: 0.989 (TURTLE (CLIP + DINOv2))
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonCIFAR-10
Accuracy· 2021-03-12
0.891
best: 0.995 (TURTLE (CLIP + DINOv2))
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonCIFAR-10
NMI· 2021-03-12
0.811
best: 0.985 (TURTLE (CLIP + DINOv2))
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonTiny-ImageNet
ARI· 2021-03-12
0.143
best: 0.5227 (ITAE)
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonTiny-ImageNet
Accuracy· 2021-03-12
0.279
best: 0.698 (PRO-DSC)
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonTiny-ImageNet
NMI· 2021-03-12
0.485
best: 0.8178 (ITAE)
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonCIFAR-100
ARI· 2021-03-12
0.337
best: 0.834 (TURTLE (CLIP + DINOv2))
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonCIFAR-100
Accuracy· 2021-03-12
0.49
best: 0.898 (TURTLE (CLIP + DINOv2))
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonCIFAR-100
NMI· 2021-03-12
0.503
best: 0.915 (TURTLE (CLIP + DINOv2))
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonSTL-10
ARI· 2021-03-12
0.685
best: 0.994 (TURTLE (CLIP + DINOv2))
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonSTL-10
Accuracy· 2021-03-12
0.831
best: 0.997 (TURTLE (CLIP + DINOv2))
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonSTL-10
NMI· 2021-03-12
0.729
best: 0.993 (TURTLE (CLIP + DINOv2))
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368