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Models/CDAC+

CDAC+

Reported on 18 benchmarks across 2 tasks · 1 paper · 18 SOTA

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

Natural Language Processing18 results

Text ClusteringonSNIPS
ACC· 2019-11-20
93.63
best: 94.87 (DSSCC)
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Text ClusteringonSNIPS
ARI· 2019-11-20
86.82
best: 89.03 (DSSCC)
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Text ClusteringonSNIPS
NMI· 2019-11-20
89.3
best: 90.44 (DSSCC)
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Text ClusteringonATIS
ACC· 2019-11-20
91.66
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Text ClusteringonATIS
ARI· 2019-11-20
89.41
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Text ClusteringonATIS
NMI· 2019-11-20
94.74
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Text ClusteringonStackoverflow
ACC· 2019-11-20
73.48
best: 82.65 (DSSCC)
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Text ClusteringonStackoverflow
ARI· 2019-11-20
52.59
best: 68.67 (DSSCC)
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Text ClusteringonStackoverflow
NMI· 2019-11-20
69.84
best: 77.08 (DSSCC)
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Open Intent DiscoveryonSNIPS
ACC· 2019-11-20
93.63
best: 94.87 (DSSCC)
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Open Intent DiscoveryonSNIPS
ARI· 2019-11-20
86.82
best: 89.03 (DSSCC)
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Open Intent DiscoveryonSNIPS
NMI· 2019-11-20
89.3
best: 90.44 (DSSCC)
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Open Intent DiscoveryonATIS
ACC· 2019-11-20
91.66
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Open Intent DiscoveryonATIS
ARI· 2019-11-20
89.41
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Open Intent DiscoveryonATIS
NMI· 2019-11-20
94.74
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Open Intent DiscoveryonStackoverflow
ACC· 2019-11-20
73.48
best: 82.65 (DSSCC)
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Open Intent DiscoveryonStackoverflow
ARI· 2019-11-20
52.59
best: 68.67 (DSSCC)
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891
Open Intent DiscoveryonStackoverflow
NMI· 2019-11-20
69.84
best: 77.08 (DSSCC)
SOTA
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement arXiv:1911.08891