Topic Modeling on Poem PoemSum
1,678Topic Judge Elo ScoreETM MTM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ETM MTMEvaluation Input=TF2025.07 | 1,678 | — | — | |
| LDA MTMEvaluation Input=TF2025.07 | 1,662 | — | — | |
| BERTopic MTMEvaluation Input=TF2025.07 | 1,619 | — | — | |
| BERTopic MTMEvaluation Input=Sum.2025.07 | 1,598 | — | — | |
| ETM MTMEvaluation Input=Sum.2025.07 | 1,597 | — | — | |
| LDA BaseEvaluation Input=TF2025.07 | 1,573 | — | — | |
| LDA MTMEvaluation Input=Sum.2025.07 | 1,536 | — | — | |
| BERTopic BaseEvaluation Input=Sum.2025.07 | 1,530 | — | — | |
| ETM BaseEvaluation Input=TF2025.07 | 1,524 | — | — | |
| LDA BaseEvaluation Input=Sum.2025.07 | 1,522 | — | — | |
| BERTopic BaseEvaluation Input=TF2025.07 | 1,453 | — | — | |
| ETM BaseEvaluation Input=Sum.2025.07 | 1,446 | — | — | |
| FASTEvaluation Input=Sum.2025.07 | 1,412 | — | — | |
| D-VAEEvaluation Input=Sum.2025.07 | 1,360 | — | — | |
| FASTEvaluation Input=TF2025.07 | 1,306 | — | — | |
| D-VAEEvaluation Input=TF2025.07 | 1,185 | — | — | |
| BERTopic2025.07 | — | 1,487 | 1,592 | |
| D-VAE2025.07 | — | 1,361 | 1,376 | |
| ETM2025.07 | — | 1,471 | 1,401 | |
| FASTopic2025.07 | — | 1,391 | 1,424 | |
| LDA2025.07 | — | 1,525 | 1,546 | |
| MTM (w/ BERTopic)2025.07 | — | 1,519 | 1,550 | |
| MTM (w/ ETM)2025.07 | — | 1,627 | 1,561 | |
| MTM (w/ LDA)2025.07 | — | 1,619 | 1,550 |