Topic Modeling on GoEmotions
1,728Elo Score (Topic Judge)LDA MTM
Evaluation Results
| Method | Links | |
|---|---|---|
| LDA MTMEvaluation Input=TF2025.07 | 1,728 | |
| BERTopic MTMEvaluation Input=TF2025.07 | 1,678 | |
| ETM MTMEvaluation Input=TF2025.07 | 1,664 | |
| LDA MTMEvaluation Input=Sum.2025.07 | 1,630 | |
| ETM MTMEvaluation Input=Sum.2025.07 | 1,630 | |
| BERTopic MTMEvaluation Input=Sum.2025.07 | 1,611 | |
| BERTopic BaseEvaluation Input=Sum.2025.07 | 1,463 | |
| LDA BaseEvaluation Input=Sum.2025.07 | 1,452 | |
| ETM BaseEvaluation Input=Sum.2025.07 | 1,449 | |
| ETM BaseEvaluation Input=TF2025.07 | 1,444 | |
| LDA BaseEvaluation Input=TF2025.07 | 1,442 | |
| FASTEvaluation Input=TF2025.07 | 1,431 | |
| BERTopic BaseEvaluation Input=TF2025.07 | 1,428 | |
| FASTEvaluation Input=Sum.2025.07 | 1,419 | |
| D-VAEEvaluation Input=Sum.2025.07 | 1,346 | |
| D-VAEEvaluation Input=TF2025.07 | 1,185 |