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Models/Single-Noun Prior

Single-Noun Prior

Reported on 12 benchmarks across 1 task · 1 paper · 8 SOTA

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

Computer Vision12 results

  • Image ClusteringonImageNet-100 (TEMI Split)
    ACCURACY· uses extra data· 2021-04-08
    0.731
    best: 0.8343 (TEMI CLIP ViT-L (openai))
    SOTA
    Dataset Summarization by K Principal ConceptsarXiv:2104.03952
  • Image ClusteringonImageNet-100 (TEMI Split)
    ARI· uses extra data· 2021-04-08
    0.628
    best: 0.7581 (TEMI CLIP ViT-L (openai))
    SOTA
    Dataset Summarization by K Principal ConceptsarXiv:2104.03952
  • Image ClusteringonImageNet-100 (TEMI Split)
    NMI· uses extra data· 2021-04-08
    0.805
    best: 0.9006 (TEMI CLIP ViT-L (openai))
    SOTA
    Dataset Summarization by K Principal ConceptsarXiv:2104.03952
  • Image ClusteringonImageNet-200
    ACCURACY· uses extra data· 2021-04-08
    0.598
    best: 0.7776 (TEMI CLIP ViT-L (openai))
    SOTA
    Dataset Summarization by K Principal ConceptsarXiv:2104.03952
  • Image ClusteringonImageNet-200
    ARI· uses extra data· 2021-04-08
    0.486
    best: 0.6941 (TEMI CLIP ViT-L (openai))
    SOTA
    Dataset Summarization by K Principal ConceptsarXiv:2104.03952
  • Image ClusteringonImageNet-50 (TEMI Split)
    ACCURACY· uses extra data· 2021-04-08
    0.827
    best: 0.8827 (TEMI CLIP ViT-L (openai))
    SOTA
    Dataset Summarization by K Principal ConceptsarXiv:2104.03952
  • Image ClusteringonImageNet-50 (TEMI Split)
    ARI· uses extra data· 2021-04-08
    0.744
    best: 0.8272 (TEMI CLIP ViT-L (openai))
    SOTA
    Dataset Summarization by K Principal ConceptsarXiv:2104.03952
  • Image ClusteringonImageNet-50 (TEMI Split)
    NMI· uses extra data· 2021-04-08
    0.847
    best: 0.9232 (TEMI CLIP ViT-L (openai))
    SOTA
    Dataset Summarization by K Principal ConceptsarXiv:2104.03952
  • Image ClusteringonCIFAR-10
    ARI· uses extra data· 2021-04-08
    0.702
    best: 0.989 (TURTLE (CLIP + DINOv2))
    Dataset Summarization by K Principal ConceptsarXiv:2104.03952
  • Image ClusteringonCIFAR-10
    Accuracy· uses extra data· 2021-04-08
    0.853
    best: 0.995 (TURTLE (CLIP + DINOv2))
    Dataset Summarization by K Principal ConceptsarXiv:2104.03952
  • Image ClusteringonCIFAR-10
    NMI· uses extra data· 2021-04-08
    0.731
    best: 0.985 (TURTLE (CLIP + DINOv2))
    Dataset Summarization by K Principal ConceptsarXiv:2104.03952
  • Image ClusteringonImageNet-200
    NMI· uses extra data· 2021-04-08
    0.749
    best: 0.8839 (TEMI CLIP ViT-L (openai))
    Dataset Summarization by K Principal ConceptsarXiv:2104.03952