MCSE: Multimodal Contrastive Learning of Sentence Embeddings (NAACL 2022)

Paper link: https://aclanthology.org/2022.naacl-main.436/
Github: https://github.com/uds-lsv/MCSE
Author list: Miaoran Zhang, Marius Mosbach, David Adelani, Michael Hedderich, Dietrich Klakow

Model Details

  • base model: roberta-base
  • training data: Wiki1M + Flicker30k

Evaluation Results

STS12 STS13 STS14 STS15 STS16 STSBenchmark SICKRelatedness Avg.
71.74 82.60 75.67 84.49 80.74 81.52 72.30 78.44
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