Document Classification on Rakuten Amazon JA (accuracy)
83.34AccuracyNMTM + LLM-XTM
Evaluation results
| Method | Links | |
|---|---|---|
| NMTM + LLM-XTMEvaluation Protocol=Intra-lingual (-I), Features=document-topic vectors (θ), Classifier=Linear SVM2026.05 | 83.34 | |
| InfoCTM + LLM-XTMEvaluation Protocol=Intra-lingual (-I), Features=document-topic vectors (θ), Classifier=Linear SVM2026.05 | 82.96 | |
| NMTMEvaluation Protocol=Intra-lingual (-I), Features=document-topic vectors (θ), Classifier=Linear SVM2026.05 | 82.64 | |
| InfoCTMEvaluation Protocol=Intra-lingual (-I), Features=document-topic vectors (θ), Classifier=Linear SVM2026.05 | 82.56 | |
| InfoCTM + LLM-XTMEvaluation Protocol=Cross-lingual (-C), Features=document-topic vectors (θ), Classifier=Linear SVM2026.05 | 78.75 | |
| InfoCTMEvaluation Protocol=Cross-lingual (-C), Features=document-topic vectors (θ), Classifier=Linear SVM2026.05 | 73.42 | |
| NMTM + LLM-XTMEvaluation Protocol=Cross-lingual (-C), Features=document-topic vectors (θ), Classifier=Linear SVM2026.05 | 72.82 | |
| NMTMEvaluation Protocol=Cross-lingual (-C), Features=document-topic vectors (θ), Classifier=Linear SVM2026.05 | 68.16 |