---
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: [bert-base-uncased](google-bert/bert-base-uncased)
- training data: Wiki1M + Flicker30k

## Evaluation Results
|  STS12 |  STS13 |  STS14 |  STS15 |  STS16 | STSBenchmark | SICKRelatedness |  Avg.  |
|:------:|:------:|:------:|:------:|:------:|:------------:|:---------------:|:------:|
| 71.63  | 82.13  | 75.94  | 84.63  | 77.50  | 79.96        | 72.12           | 77.70  |