Topic Modeling on Wiki
0.49PurityC-Top2vec
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| C-Top2vec2026.01 | 0.49 | 0.341 | 0.685 | 90 | |
| TIDEsummarization=true2026.01 | 0.485 | 0.325 | 0.801 | 252 | |
| C-Top2vecLLM Labeler=true2026.01 | 0.442 | 0.278 | 0.638 | 70 | |
| TopicGPT2026.01 | 0.422 | 0.232 | 0.574 | 201 | |
| TIDEsummarization=false2026.01 | 0.389 | 0.259 | 0.816 | 695 | |
| BERTopic2026.01 | 0.303 | 0.144 | 0.652 | 27 | |
| BERTopicLLM Labeler=true2026.01 | 0.292 | 0.12 | 0.633 | 26 | |
| LLooM2026.01 | 0.11 | 0.046 | 0.424 | 9 |