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ResearchFormerly WizWand

Topic Modeling on 20 Newsgroups (Topic judge Elo score)

1,614Topic Judge Elo ScoreLDA MTM
1,073.21,213.61,3541,494.4Jul 31, 2025
Updated 4mo ago

Evaluation results

MethodLinks
LDA MTMEvaluation Input=Sum.2025.071,614
LDA MTMEvaluation Input=TF2025.071,613
ETM BaseEvaluation Input=TF2025.071,602
ETM MTMEvaluation Input=TF2025.071,601
LDA BaseEvaluation Input=TF2025.071,580
ETM MTMEvaluation Input=Sum.2025.071,573
BERTopic MTMEvaluation Input=TF2025.071,548
BERTopic BaseEvaluation Input=TF2025.071,544
LDA BaseEvaluation Input=Sum.2025.071,514
BERTopic MTMEvaluation Input=Sum.2025.071,514
ETM BaseEvaluation Input=Sum.2025.071,510
BERTopic BaseEvaluation Input=Sum.2025.071,484
FASTEvaluation Input=Sum.2025.071,470
FASTEvaluation Input=TF2025.071,419
D-VAEEvaluation Input=Sum.2025.071,322
D-VAEEvaluation Input=TF2025.071,094