Classification on 20NewsGroups

Metric: C_v (higher is better)

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#	Model↕	C_v▼	Augmentations	Paper	Date↕	Code
1	vONTSS	0.69	No	vONTSS: vMF based semi-supervised neural topic m...	2023-07-03	-
2	GSM	0.55	No	Discovering Discrete Latent Topics with Neural V...	2017-06-01	Code
3	vNVDM	0.52	No	Spherical Latent Spaces for Stable Variational A...	2018-08-31	Code
4	ETM	0.51	No	Topic Modeling in Embedding Spaces	2019-07-08	Code
5	NSTM	0.38	No	Neural Topic Model via Optimal Transport	2020-08-12	Code
6	ProdLDA	0.35	No	Autoencoding Variational Inference For Topic Mod...	2017-03-04	Code

#1vONTSSSOTA
0.69
C_v· 2023-07-03
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport
#2GSMSOTA
0.55
C_v· 2017-06-01
Discovering Discrete Latent Topics with Neural Variational Inference Code
#3vNVDM
0.52
C_v· 2018-08-31
Spherical Latent Spaces for Stable Variational Autoencoders Code
#4ETM
0.51
C_v· 2019-07-08
Topic Modeling in Embedding Spaces Code
#5NSTM
0.38
C_v· 2020-08-12
Neural Topic Model via Optimal Transport Code
#6ProdLDASOTA
0.35
C_v· 2017-03-04
Autoencoding Variational Inference For Topic Models Code