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Models/TAC

TAC

Reported on 21 benchmarks across 2 tasks · 1 paper · 15 SOTA

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

Computer Vision21 results

  • Image ClusteringonDTD
    ARI· 2023-10-18
    34.4
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonDTD
    Accuracy· 2023-10-18
    50.1
    best: 57.3 (TURTLE (CLIP + DINOv2))
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonDTD
    NMI· 2023-10-18
    62.1
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonImageNet-10
    Accuracy· 2023-10-18
    0.992
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonImageNet-10
    NMI· 2023-10-18
    0.985
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonUCF101
    ARI· 2023-10-18
    0.601
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonUCF101
    Accuracy· 2023-10-18
    0.687
    best: 82.3 (TURTLE (CLIP + DINOv2))
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonUCF101
    NMI· 2023-10-18
    0.823
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonCIFAR-20
    ARI· 2023-10-18
    0.448
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonCIFAR-20
    Accuracy· 2023-10-18
    0.607
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonCIFAR-20
    NMI· 2023-10-18
    0.611
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image Clusteringonimagenet-1k
    ARI· 2023-10-18
    0.435
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image Clusteringonimagenet-1k
    Accuracy· 2023-10-18
    0.582
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image Clusteringonimagenet-1k
    NMI· 2023-10-18
    0.799
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClassificationonImageNet-10
    ARI· 2023-10-18
    0.983
    SOTA
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonCIFAR-10
    ARI· 2023-10-18
    0.831
    best: 0.989 (TURTLE (CLIP + DINOv2))
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonCIFAR-10
    Accuracy· 2023-10-18
    0.919
    best: 0.995 (TURTLE (CLIP + DINOv2))
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonCIFAR-10
    NMI· 2023-10-18
    0.833
    best: 0.985 (TURTLE (CLIP + DINOv2))
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonSTL-10
    ARI· 2023-10-18
    0.961
    best: 0.994 (TURTLE (CLIP + DINOv2))
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonSTL-10
    Accuracy· 2023-10-18
    0.982
    best: 0.997 (TURTLE (CLIP + DINOv2))
    Image Clustering with External GuidancearXiv:2310.11989
  • Image ClusteringonSTL-10
    NMI· 2023-10-18
    0.955
    best: 0.993 (TURTLE (CLIP + DINOv2))
    Image Clustering with External GuidancearXiv:2310.11989