Cross-lingual Topic Modeling on Rakuten Amazon benchmark leaderboard · SOTA2 Research

Cross-lingual Topic Modeling on Rakuten Amazon

0.04CNPMIInfoCTM + LLM-XTM

Evaluation Results

Method	Links
InfoCTM + LLM-XTM2026.05		0.04	0.87	0.035
XTRA + LLM-XTM2026.05		0.037	0.945	0.035
XTRA2026.05		0.034	0.966	0.033
InfoCTM2026.05		0.032	0.87	0.028
u-SVD2026.05		0.027	0.571	0.015
SVD-LR2026.05		0.026	0.558	0.015
MCTA2026.05		0.021	0.272	0.006
NMTM + LLM-XTM2026.05		0.016	0.666	0.011
NMTM2026.05		0.012	0.633	0.008
MTAnchor2026.05		0.001	0.214	0