ML Research Wiki / Benchmarks / Topic Models / 20 Newsgroups

20 Newsgroups

Topic Models Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: Test perplexity

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Model	Paper	Test perplexity	Date	Actions
NVDM	Neural Variational Inference for Text Processing	836.00	2015-11-19
Bayesian SMM	Learning document embeddings along with their unc…	515.00	2019-08-20

Rank	Model	Paper	Test perplexity	Date	Code
1	NVDM	Neural Variational Inference for Text Processing	836.00	2015-11-19	📦 carpedm20/variational-text-tensorflow 📦 jiacheng-xu/vmf_vae_nlp 📦 ysmiao/nvdm
2	Bayesian SMM	Learning document embeddings along with their uncertainties	515.00	2019-08-20	📦 skesiraju/BaySMM 📦 BUTSpeechFIT/BaySMM

2015

NVDM

carpedm20/variational-text-tensorflow jiacheng-xu/vmf_vae_nlp

2019

Bayesian SMM

skesiraju/BaySMM BUTSpeechFIT/BaySMM