| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SMS Spam Collection | DALTA | Purity97.8 | 18 | 4d ago | |
| Yelp | Fastopic | Purity69.9 | 18 | 4d ago | |
| Drug Review Norgestimate | DALTA | Purity60.4 | 18 | 4d ago | |
| Drug Review Norethindrone | CTM | Purity60 | 18 | 4d ago | |
| Newsgroup Religion | DALTA | Purity50 | 18 | 4d ago | |
| Newsgroup Science | CTM | Purity73 | 18 | 4d ago | |
| DBLP (test) | S2WTM | NMI0.254 | 13 | 4d ago | |
| Bio (test) | S2WTM | NMI0.557 | 13 | 4d ago | |
| Pascal (test) | S2WTM | NMI0.471 | 13 | 4d ago | |
| SS (test) | S2WTM | NMI0.547 | 13 | 4d ago | |
| M10 (test) | S2WTM | NMI0.464 | 13 | 4d ago | |
| BBC (test) | S2WTM | NMI0.729 | 13 | 4d ago | |
| 20NG (test) | S2WTM | NMI0.437 | 13 | 4d ago | |
| TMN (test) | HyperMiner-KG | km-Purity63.84 | 9 | 4d ago | |
| TMN | NSTM | Top-Purity63.7 | 6 | 4d ago | |
| WS | NSTM | Top-Purity45.1 | 6 | 4d ago | |
| 20NG | NSTM | Top-Purity47.7 | 6 | 4d ago | |
| Legal corpus (Argentina’s Law 19.640) | Topic-Enriched Embeddings | Silhouette Score0.7 | 5 | 4d ago |
