Topic Models on AG News
Metric: C_v (higher is better)
Metric: C_v (higher is better)
| # | Model↕ | C_v▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | vONTSS | 0.49 | No | vONTSS: vMF based semi-supervised neural topic m... | 2023-07-03 | - |
| 2 | vNVDM | 0.44 | No | Spherical Latent Spaces for Stable Variational A... | 2018-08-31 | Code |
| 3 | GSM | 0.41 | No | Discovering Discrete Latent Topics with Neural V... | 2017-06-01 | Code |
| 4 | ETM | 0.41 | No | Topic Modeling in Embedding Spaces | 2019-07-08 | Code |
| 5 | NSTM | 0.37 | No | Neural Topic Model via Optimal Transport | 2020-08-12 | Code |
| 6 | ProdLDA | 0.32 | No | Autoencoding Variational Inference For Topic Mod... | 2017-03-04 | Code |