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ResearchFormerly WizWand

Topic Modeling on GoEmotions

1,728Elo Score (Topic Judge)LDA MTM
1,163.281,309.891,456.51,603.11Jul 31, 2025
Updated 4mo ago

Evaluation results

MethodLinks
LDA MTMEvaluation Input=TF2025.071,728
BERTopic MTMEvaluation Input=TF2025.071,678
ETM MTMEvaluation Input=TF2025.071,664
LDA MTMEvaluation Input=Sum.2025.071,630
ETM MTMEvaluation Input=Sum.2025.071,630
BERTopic MTMEvaluation Input=Sum.2025.071,611
BERTopic BaseEvaluation Input=Sum.2025.071,463
LDA BaseEvaluation Input=Sum.2025.071,452
ETM BaseEvaluation Input=Sum.2025.071,449
ETM BaseEvaluation Input=TF2025.071,444
LDA BaseEvaluation Input=TF2025.071,442
FASTEvaluation Input=TF2025.071,431
BERTopic BaseEvaluation Input=TF2025.071,428
FASTEvaluation Input=Sum.2025.071,419
D-VAEEvaluation Input=Sum.2025.071,346
D-VAEEvaluation Input=TF2025.071,185