File size: 781 Bytes
a955d80 8ac85b9 a955d80 8ac85b9 a955d80 8ac85b9 a955d80 8ac85b9 a955d80 8ac85b9 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 |
---
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 + 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 |
|