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ResearchFormerly WizWand

Topic Modeling on Wiki (Elo Score Evaluation)

1,657Topic Judge Elo ScoreMTM (w/ LDA)
1,273.241,372.871,472.51,572.13Jul 31, 2025
Updated 4mo ago

Evaluation results

MethodLinks
MTM (w/ LDA)2025.071,657
MTM (w/ ETM)2025.071,654
LDA MTMEvaluation Input=TF2025.071,641
ETM MTMEvaluation Input=TF2025.071,641
LDA MTMEvaluation Input=Sum.2025.071,628
ETM MTMEvaluation Input=Sum.2025.071,620
LDA BaseEvaluation Input=TF2025.071,575
ETM BaseEvaluation Input=TF2025.071,559
LDA BaseEvaluation Input=Sum.2025.071,551
ETM2025.071,550
BERTopic MTMEvaluation Input=TF2025.071,549
LDA2025.071,529
MTM (w/ BERTopic)2025.071,502
ETM BaseEvaluation Input=Sum.2025.071,494
BERTopic MTMEvaluation Input=Sum.2025.071,471
BERTopic BaseEvaluation Input=TF2025.071,443
D-VAEEvaluation Input=Sum.2025.071,425
FASTEvaluation Input=Sum.2025.071,424
FASTopic2025.071,387
BERTopic BaseEvaluation Input=Sum.2025.071,387
D-VAE2025.071,383
BERTopic2025.071,338
D-VAEEvaluation Input=TF2025.071,304
FASTEvaluation Input=TF2025.071,288