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Models/MMDC

MMDC

Reported on 10 benchmarks across 1 task · 1 paper · 9 SOTA

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

Computer Vision10 results

  • Image ClusteringonImageNet-10
    Accuracy· 2019-12-05
    0.811
    best: 0.992 (TAC)
    SOTA
    Multi-Modal Deep Clustering: Unsupervised Partitioning of ImagesarXiv:1912.02678
  • Image ClusteringonImageNet-10
    NMI· 2019-12-05
    0.719
    best: 0.985 (TAC)
    SOTA
    Multi-Modal Deep Clustering: Unsupervised Partitioning of ImagesarXiv:1912.02678
  • Image ClusteringonCIFAR-10
    Accuracy· 2019-12-05
    0.82
    best: 0.995 (TURTLE (CLIP + DINOv2))
    SOTA
    Multi-Modal Deep Clustering: Unsupervised Partitioning of ImagesarXiv:1912.02678
  • Image ClusteringonCIFAR-10
    NMI· 2019-12-05
    0.703
    best: 0.985 (TURTLE (CLIP + DINOv2))
    SOTA
    Multi-Modal Deep Clustering: Unsupervised Partitioning of ImagesarXiv:1912.02678
  • Image ClusteringonTiny-ImageNet
    NMI· 2019-12-05
    0.274
    best: 0.8178 (ITAE)
    SOTA
    Multi-Modal Deep Clustering: Unsupervised Partitioning of ImagesarXiv:1912.02678
  • Image ClusteringonCIFAR-100
    Accuracy· 2019-12-05
    0.446
    best: 0.898 (TURTLE (CLIP + DINOv2))
    SOTA
    Multi-Modal Deep Clustering: Unsupervised Partitioning of ImagesarXiv:1912.02678
  • Image ClusteringonCIFAR-100
    NMI· 2019-12-05
    0.418
    best: 0.915 (TURTLE (CLIP + DINOv2))
    SOTA
    Multi-Modal Deep Clustering: Unsupervised Partitioning of ImagesarXiv:1912.02678
  • Image ClusteringonSTL-10
    Accuracy· 2019-12-05
    0.694
    best: 0.997 (TURTLE (CLIP + DINOv2))
    SOTA
    Multi-Modal Deep Clustering: Unsupervised Partitioning of ImagesarXiv:1912.02678
  • Image ClusteringonSTL-10
    NMI· 2019-12-05
    0.593
    best: 0.993 (TURTLE (CLIP + DINOv2))
    SOTA
    Multi-Modal Deep Clustering: Unsupervised Partitioning of ImagesarXiv:1912.02678
  • Image ClusteringonTiny-ImageNet
    Accuracy· 2019-12-05
    0.119
    best: 0.698 (PRO-DSC)
    Multi-Modal Deep Clustering: Unsupervised Partitioning of ImagesarXiv:1912.02678