---
library_name: transformers
license: mit
language:
- en
metrics:
- spearmanr
---

# 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](https://huggingface.co/FacebookAI/roberta-base)
- training data: Wiki1M + MS-COCO

## Evaluation Results
|  STS12 |  STS13 |  STS14 |  STS15 |  STS16 | STSBenchmark | SICKRelatedness |  Avg.  |
|:------:|:------:|:------:|:------:|:------:|:------------:|:---------------:|:------:|
|70.79  | 82.81  | 76.16  | 83.13  | 81.76  |    81.72     |      70.81      | 78.17  |