Topic Modeling on Wiki (Elo Score Evaluation)
1,657Topic Judge Elo ScoreMTM (w/ LDA)
Evaluation Results
| Method | Links | |
|---|---|---|
| MTM (w/ LDA)2025.07 | 1,657 | |
| MTM (w/ ETM)2025.07 | 1,654 | |
| LDA MTMEvaluation Input=TF2025.07 | 1,641 | |
| ETM MTMEvaluation Input=TF2025.07 | 1,641 | |
| LDA MTMEvaluation Input=Sum.2025.07 | 1,628 | |
| ETM MTMEvaluation Input=Sum.2025.07 | 1,620 | |
| LDA BaseEvaluation Input=TF2025.07 | 1,575 | |
| ETM BaseEvaluation Input=TF2025.07 | 1,559 | |
| LDA BaseEvaluation Input=Sum.2025.07 | 1,551 | |
| ETM2025.07 | 1,550 | |
| BERTopic MTMEvaluation Input=TF2025.07 | 1,549 | |
| LDA2025.07 | 1,529 | |
| MTM (w/ BERTopic)2025.07 | 1,502 | |
| ETM BaseEvaluation Input=Sum.2025.07 | 1,494 | |
| BERTopic MTMEvaluation Input=Sum.2025.07 | 1,471 | |
| BERTopic BaseEvaluation Input=TF2025.07 | 1,443 | |
| D-VAEEvaluation Input=Sum.2025.07 | 1,425 | |
| FASTEvaluation Input=Sum.2025.07 | 1,424 | |
| FASTopic2025.07 | 1,387 | |
| BERTopic BaseEvaluation Input=Sum.2025.07 | 1,387 | |
| D-VAE2025.07 | 1,383 | |
| BERTopic2025.07 | 1,338 | |
| D-VAEEvaluation Input=TF2025.07 | 1,304 | |
| FASTEvaluation Input=TF2025.07 | 1,288 |