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Models/DeepAligned

DeepAligned

Reported on 12 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Natural Language Processing12 results

  • Text ClusteringonCLINC150
    ACC· 2020-12-16
    86.49
    best: 87.91 (DSSCC)
    SOTA
    Discovering New Intents with Deep Aligned ClusteringarXiv:2012.08987
  • Text ClusteringonCLINC150
    ARI· 2020-12-16
    0.7975
    best: 0.8109 (DSSCC)
    SOTA
    Discovering New Intents with Deep Aligned ClusteringarXiv:2012.08987
  • Text ClusteringonCLINC150
    NMI· 2020-12-16
    0.9389
    SOTA
    Discovering New Intents with Deep Aligned ClusteringarXiv:2012.08987
  • Text ClusteringonBANKING77
    ACC· 2020-12-16
    64.9
    best: 69.82 (DSSCC)
    SOTA
    Discovering New Intents with Deep Aligned ClusteringarXiv:2012.08987
  • Text ClusteringonBANKING77
    ARI· 2020-12-16
    0.5364
    best: 0.5809 (DSSCC)
    SOTA
    Discovering New Intents with Deep Aligned ClusteringarXiv:2012.08987
  • Text ClusteringonBANKING77
    NMI· 2020-12-16
    0.7956
    best: 0.8124 (DSSCC)
    SOTA
    Discovering New Intents with Deep Aligned ClusteringarXiv:2012.08987
  • Open Intent DiscoveryonCLINC150
    ACC· 2020-12-16
    86.49
    best: 87.91 (DSSCC)
    SOTA
    Discovering New Intents with Deep Aligned ClusteringarXiv:2012.08987
  • Open Intent DiscoveryonCLINC150
    ARI· 2020-12-16
    0.7975
    best: 0.8109 (DSSCC)
    SOTA
    Discovering New Intents with Deep Aligned ClusteringarXiv:2012.08987
  • Open Intent DiscoveryonCLINC150
    NMI· 2020-12-16
    0.9389
    SOTA
    Discovering New Intents with Deep Aligned ClusteringarXiv:2012.08987
  • Open Intent DiscoveryonBANKING77
    ACC· 2020-12-16
    64.9
    best: 69.82 (DSSCC)
    SOTA
    Discovering New Intents with Deep Aligned ClusteringarXiv:2012.08987
  • Open Intent DiscoveryonBANKING77
    ARI· 2020-12-16
    0.5364
    best: 0.5809 (DSSCC)
    SOTA
    Discovering New Intents with Deep Aligned ClusteringarXiv:2012.08987
  • Open Intent DiscoveryonBANKING77
    NMI· 2020-12-16
    0.7956
    best: 0.8124 (DSSCC)
    SOTA
    Discovering New Intents with Deep Aligned ClusteringarXiv:2012.08987