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Benchmarks
Topic Modeling on RCV1-v2 processed (test)
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602
Perplexity
GSM
583.6
707.8
832
956.2
Jun 1, 2017
Perplexity
Updated 4mo ago
Evaluation Results
Method
Method
Links
Perplexity
GSM
Number of topics=200
2017.06
602
RSB-TF
Model Type=Unbounded
2017.06
622
RSB
Number of topics=200
2017.06
628
GSB
Number of topics=200
2017.06
634
GSM
Number of topics=50
2017.06
717
RSB
Number of topics=50
2017.06
750
GSB
Number of topics=50
2017.06
788
NVLDA
Number of topics=50
2017.06
791
NVLDA
Number of topics=200
2017.06
797
HDP
Model Type=Unbounded
2017.06
918
OnlineLDA
Number of topics=200
2017.06
1,058
OnlineLDA
Number of topics=50
2017.06
1,062
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