ResearchBenchmarksCross-lingual sentence retrieval on Tatoeba-36Follow76.4Accuracy@1XLM-P+45.253.361.469.5Jun 30, 2021Oct 26, 2021Feb 22, 2022Jun 21, 2022Oct 18, 2022Feb 14, 2023Jun 13, 2023Evaluation ResultsMethodMethodLinksAccuracy@1XLM-P+post-training=MLM + In...post-training=MLM + InfoNCE2023.0676.4INFOXLM2021.0668.6InfoXLM2023.0668.6XLM-E2021.0665XLM-E2023.0665XLM-P2023.0663.8XLM-R2023.0655.6XLM-R2021.0655.5InfoXLM (w/o XLCO)variant=without XLCOvariant=without XLCO2023.0650.9XLM-EAblation=w/o TRTDAblation=w/o TRTD2021.0646.4XLM-E (w/o TRTD)variant=without TRTDvariant=without TRTD2023.0646.4