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Models/DSSCC

DSSCC

Reported on 26 benchmarks across 2 tasks

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

Natural Language Processing26 results

  • Text ClusteringonSNIPS
    ACC
    94.87
  • Text ClusteringonSNIPS
    ARI
    89.03
  • Text ClusteringonSNIPS
    NMI
    90.44
  • Text ClusteringonCLINC150
    ACC
    87.91
  • Text ClusteringonCLINC150
    ARI
    0.8109
  • Text ClusteringonCLINC150
    NMI
    0.9387
    best: 0.9389 (DeepAligned)
  • Text ClusteringonDBpedia
    Clustering Accuracy
    92.73
  • Text ClusteringonStackoverflow
    ACC
    82.65
  • Text ClusteringonStackoverflow
    ARI
    68.67
  • Text ClusteringonStackoverflow
    NMI
    77.08
  • Text ClusteringonBANKING77
    ACC
    69.82
  • Text ClusteringonBANKING77
    ARI
    0.5809
  • Text ClusteringonBANKING77
    NMI
    0.8124
  • Open Intent DiscoveryonSNIPS
    ACC
    94.87
  • Open Intent DiscoveryonSNIPS
    ARI
    89.03
  • Open Intent DiscoveryonSNIPS
    NMI
    90.44
  • Open Intent DiscoveryonCLINC150
    ACC
    87.91
  • Open Intent DiscoveryonCLINC150
    ARI
    0.8109
  • Open Intent DiscoveryonCLINC150
    NMI
    0.9387
    best: 0.9389 (DeepAligned)
  • Open Intent DiscoveryonDBpedia
    Clustering Accuracy
    92.73
  • Open Intent DiscoveryonStackoverflow
    ACC
    82.65
  • Open Intent DiscoveryonStackoverflow
    ARI
    68.67
  • Open Intent DiscoveryonStackoverflow
    NMI
    77.08
  • Open Intent DiscoveryonBANKING77
    ACC
    69.82
  • Open Intent DiscoveryonBANKING77
    ARI
    0.5809
  • Open Intent DiscoveryonBANKING77
    NMI
    0.8124